Insurance AI

FINEOS sells core insurance software to life, accident and health insurers and the employee benefits market. FINEOS AdminSuite runs quote to claim, covering new business, rating, underwriting, policy, billing, claims, absence management, payments and provider management, and can be implemented as a full policy administration system or in components beside an existing one. It counts 7 of the 10 largest employee benefits insurers in the United States among its customers and a 70 percent share of group insurance in Australia, and New Zealand's Accident Compensation Corporation, which handles about 2 million accepted injury claims a year, moved its core claims, payments and provider functions to the FINEOS cloud platform in 2026. AI sits in FINEOS Actionable Data, embedded in the case manager's workspace. Generative AI summarizes incoming documents, automates processes from form contents and flags issues in case documents, and machine learning models triage claims by risk of crossing duration thresholds, identify short term disability claims likely to move to long term disability, predict claim duration and identify long term disability claims likely to settle. Insurers can adjust the level of AI assistance and automation to their own AI policies. Named customers include New York Life Group Benefit Solutions, Aviva, Sun Life Financial, Principal Financial Group, Beneva, Guardian, OneAmerica Financial and MAIB. Founded in Dublin in 1993 by Michael Kelly, FINEOS acquired Limelight Health in 2020 and is listed on the Australian Securities Exchange.

OneShield sells core systems to property and casualty carriers and managing general agents. OneShield Enterprise is a unified policy, billing, rating, claims and reinsurance platform for personal, commercial and specialty lines, and OneShield Market Solutions is a core system delivered as a managed service. Its annual fee covers the software license, maintenance, hosting, support, implementation and a set number of managed service hours, with upgrades shipped monthly. Insurers process more than $20 billion in premiums on its platforms, and OneShield's own teams lead every implementation rather than outside integrators. Its AI Hub is an AI operating system for insurance that gives carriers private access to large language models and agentic tools, works beside OneShield's cores or any other core system and connects through the Model Context Protocol. Its library of insurance agents runs from parsing rate and form filings to triaging claims by predicted severity. A zero data retention agreement with Anthropic, its AI partner, means AI Hub inputs and outputs are never stored, logged or used for training by Anthropic. AI also sits inside the claims products. Market Solutions offers AI powered coverage verification and a Claims Document AI Assistant that summarizes documents, builds timelines and answers questions across large claim files, which the Medical Insurance Exchange of California runs with source linked evidence. Enterprise claims adds AI supported triage and routing. Named customers include PURE Insurance, a client for more than two decades, Erie Insurance, Utica First, Forrest T. Jones & Company, WestCongress, Upland Specialty Insurance and ALPS. OneShield is headquartered in Marlborough, Massachusetts.

FintechOS sells a product operations platform that banks, credit unions, building societies and insurers run above their existing cores to define, price, originate and service financial products. For banks the main offer is Unified Product, Pricing and Origination: one origination layer for deposits, loans, cards, mortgages and small business credit, in place of the separate origination stack many institutions keep for each product line. Insurers buy the Intelligent Policy Admin System on the same platform. The AI sits in two places. Dex, a copilot for configuration, lets product and operations teams describe a product, its pricing tiers, eligibility rules or a workflow in plain language and have the platform build it. Specialized agents take bounded tasks inside workflows, such as document extraction, data validation and eligibility checks, under policy guardrails, with human checkpoints where a decision needs judgment. Data Core gives agents and staff one governed view of data held across cores, customer relationship management (CRM) systems, credit bureaus and know your customer (KYC) providers without moving it. FintechOS 8, the release that brings these together, opened to customers as a technology preview in April 2026. The banking side ships as accelerators meant to go live in a quarter: consumer lending (unsecured personal loans, point of sale finance, buy now pay later and revolving credit) at TBI Bank, ProCredit Group and Vibrant Credit Union, retail mortgages at Avant Money, CEC Bank and Admiral Money, and cards, business loans and business onboarding alongside. Dex can write the scoring rules, decision trees and calculation models a credit product runs on from plain language, under policy guardrails. On the insurance side, Intelligent Policy Admin runs more than twenty live programs across property and casualty, life, health, pet and specialty lines. FintechOS reports more than 60 financial institutions as customers, among them BRD Groupe Société Générale, Avant Money, Admiral and Howden. Saffron Building Society and Vernon Building Society chose it in 2026 for mortgage origination from broker registration to completion. Founded in 2017, it is headquartered in New York and London, with its operating company in Bucharest.

Root Platform sells an API first core for digital and embedded insurance, used by insurers, managing general agents and the retailers, banks and telecoms that distribute cover. Each product lives as a product module: pricing logic, underwriting rules, policy documents and lifecycle hooks written as code, tested in a sandbox and published through Root's low code Workbench and command line tools. Behind the APIs the platform runs quotes, applications, issuance, policy changes, premium collections, claims, complaints, customer notifications and reporting. Root is built for teams that want to own their products. Starter templates cover lines such as motor and fleet, cyber, travel, small business, pet, household, device and funeral cover. A white labeled sales and policy management portal drops a quote, buy and servicing journey into a partner's checkout, and an add on marketplace connects services such as Stripe, Peach Payments and Nedbank DebiCheck collections, Clickatell text message (SMS), the UK Motor Insurance Database and ComplyAdvantage screening. Data reaches business intelligence tools through a SQL Data Adapter built on AWS Athena, or through scheduled exports. The Claims AI assistant, still in beta, reads claim forms, death certificates and other supporting documents, typed or handwritten, and runs the extracted data against prompts that a client's claims managers write, test on a reference claim and publish for the team. It returns a reasoned approve or reject recommendation and flags risks and missing documents. AI stays off until an administrator enables it for the whole organization and for named roles, and a document is processed only when a user allows it. The recommendation then enters Root's standard claims workflow, in which an assessor recommends an outcome and a supervisor confirms it, and Root says the AI never settles, declines or pays a claim itself. Founded in 2016 by Louw Hopley and Malan Joubert, Root works from London and Cape Town and reports more than 7 million policies in force, more than £50 billion of risk covered and more than 80 live products. Admiral's embedded motor cover runs on Root, from a single itemized monthly bill for Wagonex car subscribers to electric vehicle cover with Octopus EV, and Mr Price, Telkom, Metropolitan GetUp and Guardrisk are among its South African clients. The platform runs on AWS, with a single tenant Private Stack in a region the client chooses, and Root has completed a SOC 2 Type 1 audit.

Keylane sells core administration platforms to European insurers and pension providers: Axon for property and casualty, and Plexus for life and pensions. Axon runs policy, underwriting, billing and claims on one core, with products, pricing and rules configured rather than coded. Underwriting rules apply by product, segment and channel, every decision is recorded with version control and a full trace of the rules used, and claims rules can settle and pay routine claims straight through. Axon Cyber, built with WTW's Radar pricing, packages a cyber product that insurers can launch beside their existing systems. SiteView handles digital claims journeys from first notice through settlement: claims teams configure automated workflows themselves, suppliers and every other party work in one place, digital site visits gather evidence without sending someone to the property, and claims data is analyzed for trends and possible fraud. It runs beside Axon or beside another vendor's core. The AI comes through Keylane Automate, launched in October 2026. It gives insurers a no code environment to build, run and govern AI agents and workflows on the policy, claims and product data in the core, with AI assistance inside Keylane's own screens, prebuilt agents, and governed API and Model Context Protocol (MCP) access for teams building their own. Clients choose the models, add review, confidence and approval steps where they want them, and every decision is logged with the data, model and workflow behind it. Headquartered in Utrecht, Keylane reports more than 550 customers, more than 1,100 employees across the Benelux, DACH, the Nordics and the UK, and more than 37 million policies in production or implementation. Belfius Insurance has run Axon for private and commercial lines since 2016 and moved it onto Keylane's private cloud in 2022, Debeka is implementing Axon for its property and casualty insurer, and Unigarant and Univé are long standing Dutch clients. Keylane runs its own sovereign cloud on European infrastructure and reports ISO 27001 certification and International Standard on Assurance Engagements (ISAE) 3402 Type 2 assurance.

Insly sells modular policy administration software to managing general agents, insurers, brokers and claims administrators, built so business teams configure products without code. The product builder pairs a standalone rating engine, or a client's own Excel rater, with underwriting rules, workflows and document templates; distribution runs through broker portals, direct sales and embedded channels; an accounting module keeps a double entry, multi currency ledger; and a claims module works on its own or on the same data. Socrates Systems, a UK platform for specialist insurers that Insly bought in late 2025, still sells under its own name. Brokers get co branded or white labeled portals with permissions down to who can bind which risks, and simple risks bind automatically while the rest are referred to underwriters, with renewals and mid term changes quoted automatically. Under delegated authority, Insly takes in claims by electronic first notice or bordereau import, produces claims bordereaux and feeds loss data back into renewals. Its accounting module raises invoices from policy data, cancels for non payment and logs every user or API action without overwriting earlier entries. Nora is Insly's AI layer, and it can sit on Insly or on a client's existing software. It reads broker submissions in any format, from PDFs and spreadsheets to handwriting, maps the data into the client's template, chases missing information by email or phone and exports the finished file into the policy system, and it answers underwriters' questions from their own underwriting guide with a reference to the section. In the claims portal, an AI chat takes the first notice of loss and hands over to a live agent when needed, and every claim gets an approve, reject or needs review recommendation with a confidence score and the terms and laws it relied on. Risto Rossar founded Insly in 2013, and it is headquartered in London with offices in Tallinn and Warsaw. It reports more than 4,000 brokers on the platform, more than 200 products built, more than €1 billion of gross premium transacted and revenue of €10 million in 2025. Accelerate Underwriting, Ridge Canada, Alta Signa and Encompass are among the managing general agents (MGAs) it names, and it holds ISO 27001 and ISO 27017 certification.

Prima Solutions sells policy and claims administration software to French insurers, mutual insurers, provident institutions, bancassurers, wholesale brokers and delegated managers. Prima P&C runs property and casualty products from quote to settlement, with the French inter insurer claims conventions and DARVA exchanges built in, and Prima L&H covers individual and group health, provident and borrower insurance down to commissions, payment schedules and third party payment cards. Business teams configure products, rates and rules without code. Around the two cores sit Prima Distribution, a library of preconfigured components for building quote and subscription journeys; Prima Selfcare, a mobile first portal where policyholders sign, pay, cancel in three clicks and, on fleet policies, add or remove vehicles themselves; Prima Pilot, a handler workstation that pulls tasks from any policy, claims or reinsurance system and distributes them automatically; and Prima Analytics, which cleans portfolio data and simulates rates. The AI comes mostly from partners wired into those products. docTeller reads, classifies and extracts incoming documents in Prima P&C and automates changes such as new bank details or a new address. Tolk's Genii assistant answers policyholders in Selfcare and in quote journeys, and answers handlers in 26 languages from their own company's documentation inside Prima P&C. Prima lists further agent use cases, from document fraud detection to dynamic pricing and incoming email handling, and says its own teams are building models of their own. Founded in 2000 and based in Paris, Prima Solutions is part of Groupe TSS and reports more than 40 clients in more than 11 countries. Allianz France, SMACL Assurances and the MAIF group, La Mutuelle des Motards, La Médicale, Willis Towers Watson, Sanlam Allianz and, since October 2026, Le Finistère Assurance are among the customers it names. Clients run on dedicated private clouds hosted in France or on their own premises, and the company was certified to ISO 27001 in May 2026 by the certification body of the Association française de normalisation (AFNOR).

Vertafore sells the systems that independent insurance agencies, MGAs and carriers run on. Agencies keep clients, policies and accounts in its management systems. MGAs take in and underwrite business through its portals and workbenches. Carriers license, appoint and pay the producers who sell for them through Sircon. Vertafore, Inc. is based in Denver and is owned by Roper Technologies, which agreed to buy it in 2020. Amy Zupon is chief executive. James Thom, formerly chief product officer, is now president and chief AI officer. Agencies pick a management system by size and shape. QQCatalyst is a cloud system for growing small agencies. AMS360 runs policies from bind to renewal, with carrier downloads and full agency accounting. Sagitta is built for large brokerages that work across locations, divisions and specialty lines. AgencyOne ties these to the InsurLink client portal, Certificates, WorkSmart and BenefitPoint, which serves employee benefits brokers. PL Rating, a personal lines comparative rater, connects agents to more than 320 carriers and MGAs. AgencyZoom is a sales and retention CRM. For MGAs and wholesalers, Surefyre pairs an agent portal with an underwriting workbench, and AIM runs the back office. ImageRight manages documents and workflow for carriers and MGAs. Vertafore says its systems serve 98 of the top 100 agencies and 96 of the top 100 carriers. It also says half of all industry producer compliance transactions pass through Sircon and its other systems. Velocity AI, launched in April 2026, puts agents inside these products. In AMS360, the Email Agent reads an Outlook message and suggests the next step. The Policy Intake Agent turns commercial policy documents into system data, and the Policy Check Agent compares issued policies with agency records. The Reconciliation Agent matches carrier statements for accounting staff. The Coach Agent answers how to questions in AMS360 and Sagitta. The Benefit Plan Agent reads carrier plan documents in BenefitPoint. Surefyre carries agents for submissions, policy changes, portal setup and configuration. ReferenceConnect AI answers coverage questions with citations, and the Document Intelligence Agent searches a firm's files in ImageRight. For most agents that change a record, a person approves the change before it is saved. Hosted products are moving to Amazon Web Services, and ImageRight and Sagitta also run on premises. A SOC 2 seal examined by 360 Advanced appears across Vertafore's site. The management systems are priced by quote. AgencyZoom lists plans from $99 to $349 a month, and paid agents draw on credits, with overage billed at $0.30 a credit.

Applied Systems sells the software that runs insurance distribution rather than insurance underwriting, serving agencies and brokerages on the sell side of the market across property and casualty and employee benefits. The estate is layered by customer size and vintage, with Applied Epic as the flagship agency management system, EZLynx and DORIS serving smaller independent agencies, Applied TAM and Applied Vision covering earlier generations and complex commercial structures, Indio digitizing commercial applications and renewals through smart forms, Tarmika handling commercial lines rating, and Applied CSR24, Applied Mobile and Applied Analytics extending self service, field access and reporting. The asset that distinguishes it is Ivans, the property and casualty industry's connectivity exchange, which moves policy data between insurers, managing general agents, agencies and insureds using the industry's own data standards across personal, commercial, workers compensation and specialty and program lines. Owning the rails as well as the system of record is what the company means by its Digital Roundtrip of Insurance, covering prospecting, sales, servicing, renewals and back office operations in one connected path. Applied Insurance AI is the company's AI program, announced as a wave in October 2025 and extended through 2026. Epic Bridge is an Outlook add in that files emails and attachments to the correct client account and generates summary notes from threads. Epic Max adds research, natural language question answering and information recaps inside the management system. Epic AutoFill reads carrier documents and pre fills fields, built on Cytora technology and shipping with a human in the loop review step. Applied Book Builder turns scattered account data into a view of upsell and cross sell opportunity, and an embedded renewals capability highlights commercial coverage gaps using business attributes, industry classification codes and existing coverage. Applied Recon automates commission reconciliation by extracting, cleansing, matching and reconciling carrier statements, reaching more than 140 agencies since its pre launch period with early adopters estimated to save more than eight hours of reconciliation time per week. Scale is substantial: more than 11,000 agencies and brokerages worldwide representing more than 135,000 producers, service staff and other professionals, across the United States, Canada, the Republic of Ireland and the United Kingdom, with 7 of the top 10 agencies on one industry ranking using Applied Epic and 68 percent of another top 100 list relying on the company. Founded in 1983 and headquartered in University Park, Illinois, privately held with Hellman and Friedman holding majority ownership since a $1.8 billion acquisition from Bain Capital completed in 2014, alongside JMI Equity, a later minority investment from Google's growth investment arm, and management. Taylor Rhodes was chief executive through the AI announcements, with Graham Blackwell reported to succeed him from September 2026.

Snapsheet sells cloud based claims management software to property and casualty carriers, third party administrators, managing general agents and self insured organizations, and it reached that position from an unusual starting point. The company began under a different name and built its reputation on virtual appraisals, assessing vehicle damage from photographs submitted by claimants rather than sending an inspector, an approach it staffed in its early years with remote human appraisers reviewing images. That franchise became the foundation for a full claims platform covering first notice of loss through settlement, including digital communications with claimants, workload management for adjusters, configurable workflows, reporting, and digital payments and disbursement at the point of settlement. Appraisal coverage extends beyond passenger vehicles to boats, recreational vehicles, motorcycles, utility and exotic vehicles, and the platform handles property and commercial claims alongside auto. Snapsheet AI is the current AI layer, and its design is explicit about where control sits. Agents are configured at the prompt level in plain language, with the carrier creating the persona, designating which context and data the agent may use, directing the actions it takes and defining the output it returns. Pre configured agents ship for summarization, scoring, intake, liability checks, communications and claim evaluation. Agents run in two modes: triggered automatically inside event based workflows, or initiated on demand by an adjuster in a side panel copilot. The company positions this against assistants that sit apart from the work, arguing that AI stranded in a side panel cannot have an effect, and that its agents operate with immediate context of the data, rules, permissions and logic already configured in the claims system. Integration is built on open interfaces, no code automation and a partner network the company sizes at more than 140, including carriers, third party administrators, managing general agents and insurtechs. A joint platform with the core system vendor Socotra combines policy and claims stacks, and a partnership with Floatbot covers conversational agents. Published volume figures are dated but substantial: more than 4.3 million claims managed and $15.3 billion of indemnity processed as of a 2023 report, alongside more than 25 million automated tasks executed. IAT Insurance Group is among named customers. A Trust Center and privacy policy are published on the company's own site. Founded in 2011 by Brad Weisberg and headquartered in Chicago, Illinois, privately held, with a reported workforce above 400 as of its most recent public staffing account.

Bdeo sells what it calls Visual Intelligence, a computer vision system that analyzes photographs and video of damaged vehicles and homes to detect damage, determine its severity and support the decisions that follow. The founding premise, stated by its chief executive, is that roughly 70 percent of claims are minor and can be assessed with technology rather than by sending a person, and the product is built to capture that band remotely. The estate spans both ends of the policy lifecycle. On claims it handles motor and household damage assessment, checks historical images for pre existing damage, helps repair workshops prepare estimates, and supports authorization by validating a repairer's estimate against the image evidence. On underwriting it performs inspections of used vehicles before a policy is written, which is its dominant use in the Spanish market. A fleet product provides visual status of vehicle fleets for leasing, rental and rent a car operators. Regional deployments differ in emphasis: United Kingdom operations concentrate on claims, Spain on underwriting inspection, Mexico on rapid customer response, and Germany on integration with local telematics providers so that an incident is detected automatically and visual capture begins immediately. Scale is stated as more than 50 insurers across more than 25 countries in Europe and Latin America, with presence in Spain, Portugal, Italy, France, the Nordics, the United Kingdom, Mexico, Colombia and Argentina, and a South African client. The company reported in mid 2023 that it handled more than half of motor insurance underwriting in Spain and worked with 8 of the 10 leading Spanish motor insurers. Named customers include Reale, Mapfre and Generali in Spain, Ageas and Fidelidade in Portugal, Zurich, Allianz and BBVA in Latin America, Hollard in South Africa, and Mutua Madrileña, with whom it built a system to automate policy underwriting. Founded in 2017 in Madrid by Julio Pernía and Manuel Moreno, both from the insurance industry, the company employs roughly 63 people and states that 65 percent of the team works on the technology itself. It has raised approximately $15.2 million across seed, Series A and Series B rounds from BlackFin, K Fund, Armilar, Big Sur Ventures, the Spanish industrial technology development center, Íope Ventures and the South African insurer Hollard, which is both an investor and a named client, alongside regional grants and a European Innovation Council Seal of Excellence.

Origami Risk sells a cloud native platform spanning risk, safety, insurance and compliance operations. Its breadth lies in buyer type rather than insurance depth. The estate runs across a risk management information system, governance risk and compliance, environment health and safety, healthcare integrated risk management, and a property and casualty insurance core covering policy administration, billing, claims administration and underwriting, all delivered from one platform and one data model. The buyer set is correspondingly wide, taking in insurance carriers, third party administrators, brokers and managing general agents alongside the organizations that carry their own risk, including government, healthcare, construction, manufacturing, energy and retail, and the risk pools that serve them. AI arrives as capability distributed through that platform rather than as a product line. The Q2 2026 release, announced 7 July 2026, introduced an Origami AI Tile allowing AI powered actions to be embedded into workflows through drag and drop composition, alongside a next generation administration console, no code tools for visually designing, managing, monitoring and deploying workflows, and a Marketplace for discovering integrations, partner solutions and workflow accelerators. Origami AI Analytics performs analysis inside the risk management information system to surface trends from real time reporting, and an AI assisted data center handles validation and transformation. The most substantive insurance specific AI work is Insurance Program Management, announced 15 June 2026 and delivered inside the risk management information system as an end to end system of record for policies, placements, quotes, endorsements and program analytics. Its central claim is extraction: bringing policy information out of portable documents, spreadsheets and broker systems into structured usable form, then connecting it to claims, exposure and total cost of risk data. The company positions this as removing both manual data entry and the need for what it describes as expensive third party vendors. Public positioning on AI is short and control oriented, describing it as private, configurable and secure, with the customer staying in control. Independent recognition includes leader placement in a 2025 sustainability software quadrant and market leading placement in a 2026 independent report on risk management information systems, which cites scalable architecture, breadth across claims, risk, policy and safety, and continued investment in analytics, automation and AI. Founded in 2009 by industry veterans and headquartered in Chicago, Illinois, the company has grown to roughly 900 to 965 employees serving more than 1,000 organizations globally. It is privately held, with Spectrum Equity its only outside investor since March 2018.

Verisk is a publicly traded data analytics and technology provider to the global insurance industry, listed on Nasdaq and a constituent of both the S and P 500 and the Nasdaq 100. Through the Insurance Services Office, formed in 1971 and a wholly owned subsidiary since October 2009, it operates as a licensed advisory organization and statistical agent: it collects industry wide policy and claims data, projects future claim costs, and submits standardized forms and loss costs to state regulators on behalf of insurers. Those filings form the starting point from which most United States property and casualty carriers build their own rate filings. Its published data scale is 34.5 billion statistical records, comprising 8.2 billion commercial lines and 21.5 billion personal lines records, and its coverage language is maintained against roughly 10,000 legislative bills, 8,000 regulatory actions and 2,000 court decisions each year. The business reports in two groupings. Underwriting covers forms, rules and loss cost services plus extreme event and catastrophe solutions used in reinsurance and insurance linked securities. Claims covers anti fraud and casualty solutions alongside the Xactimate estimating ecosystem. AI is embedded into products carriers already run rather than sold as a separate line. Generative capability is live in the premium audit research tool, the form composition tool, the estimating platform and the claims document tool, with a claimed reduction of up to 98 percent in research time on premium audit documents. XactAI spans claim summaries, photo labeling and description generation, document data extraction, plain language estimate construction, inventory pricing and estimating recommendations, and integrates across the Xactimate, XactAnalysis, XactContents, XactXpert and ClaimXperience products. Licensee numbers rose nearly tenfold between March 2026 and mid 2026 to approximately 7,000. Digital Media Forensics detects image manipulation and deepfakes in claims. Seven Core Lines Reimagine modules shipped in the second quarter of 2026 against a stated target of 25 for the year. In May 2026 the company launched two Model Context Protocol connectors built with Anthropic for underwriting and claims, bringing its datasets into Claude workflows with retrieved data stated to remain inside the client session and outside model training, alongside a Claude Enterprise integration giving natural language access to loss cost trends and estimating intelligence. Governance is published rather than asserted. A Commitment to Ethical and Responsible AI disclosure sets out ethical principles, an AI governance structure, standards and review processes, and the claims document product's governance has been aligned to the state commissioners association model bulletin and the NIST AI Risk Management Framework through an independent governance vendor's control library. Second quarter 2026 revenue was $806.3 million, up 4.3 percent, with subscriptions at 83 percent of revenue and full year guidance of $3.19 to $3.24 billion. Headquartered in Jersey City, New Jersey, with teams across more than 20 countries.

INSTANDA sells a no code policy administration and digital distribution platform to carriers, managing general agents and brokers, and its franchise is product configuration rather than analytics. The premise is that business teams own the product design, distribution and adjustment lifecycle without engineering involvement, defining product structures, rates and customer journeys through configuration rather than code, and the company describes itself as the first and leading no code AI augmented platform in its market. Coverage is deliberately multi line, spanning property and casualty including complex commercial, life and health, and group protection, with the platform positioned as product agnostic rather than tuned to one line. Two AI products launched in 2026 and both are scoped toward the underwriter rather than away from them. INSTANDA MAX arrived in March 2026 for commercial and non admitted lines, allowing tens of thousands of complex assets to be underwritten under a single policy in real time at both portfolio and individual item level, using insurance grade categorization at item level, with a quote and policy query assistant and a wording assistant for clauses and endorsements. The company describes the approach as underwriter first and states the work is patent pending. INSTANDA Clear followed in June 2026, an AI supported underwriting and operations platform aimed specifically at complex cases that require human judgment rather than full automation, addressing work the chief executive describes as still fragmented across emails, spreadsheets and rigid systems, and supporting collaboration with brokers, specialists, coverholders and reinsurers. The platform is built on Microsoft Azure platform services and the company describes itself as fully cloud native. Tenancy is a published buyer choice, multi tenant by default with a dedicated single tenant stack available on request. Security is documented on a dedicated page, with ISO 27001:2022 certification across global operations, a secure software development lifecycle, and continuous protection, and a trust portal is hosted on a third party trust platform. Partnerships extend the estate rather than deepen it, including an integrated offering with ServiceNow announced in February 2026 combining no code policy administration with workflow automation, and a claims partnership with Benekiva. Scale is stated as more than 80 clients whose operations reach more than 150 countries, with Great Plains Casualty among named customers. Case evidence includes a North American technology enabled insurer launching more than 50 specialty products across multiple jurisdictions in two years, and a global reinsurance group launching 30 products with new minimum viable products stood up in eight weeks. Launched in 2015, headquartered in London, privately held, with roughly $45 million raised and about 245 employees.

BriteCore sells a cloud native core platform for property and casualty insurance to mid size carriers and fast growing managing general agents in North America. It covers policy administration, product definition and rating, billing, claims, documents, reporting and agent and policyholder portals, and runs on Amazon Web Services. More than 100 insurers use it, including Allied Trust Insurance, Loudoun Mutual and the Great Bay Insurance Group, and a headless option lets an insurer keep its own front end on top of the core. AI arrived in May 2026 with eight copilots and a Model Context Protocol service layer, through which BriteCore's copilots, carrier built agents and third party agents reach the platform under the same authentication, access controls and audit. A provider layer reaches frontier models, including Anthropic's Claude Sonnet. The September 2026 release added a first notice of loss copilot that takes claims in conversation, a Submission & Quote Copilot that turns applications into quotable policies, an Underwriting Workbench, and the Open Agentic Core, with a Claude Cowork plugin as its first example. BriteCore was founded in 2009 and is based in San Mateo, California.

Socotra sells a cloud native core insurance platform covering policy administration, billing, rating, document generation and underwriting and operations workbenches, and it competes on architecture rather than on installed base. The design premise is that policy administration is an operating system, and the product is built to that idea: a product agnostic data model, publicly documented open application programming interfaces, modules that can be added, removed or swapped, a marketplace of connected applications, and a single version on which every customer runs, upgraded automatically with no downtime. That last choice is the commercially consequential one, because it means a capability released to one customer is available to all of them at once. The AI work arrived in two named steps. Agentic Configuration launched in October 2025, letting business teams configure and deploy insurance products through natural language rather than code, with claimed effects of halving configuration timelines, reducing development costs by 75 percent and shortening prototype iteration cycles by 90 percent. Socotra Assistant reached general availability on 11 March 2026. It is an underwriting capability embedded in the Operations Workbench that performs intelligent document import, risk assessment insights and automated summaries against live policy and billing data. It supports all products and geographies and is stated to be configurable in one week without coding. The company also publishes a Model Context Protocol server for connecting external agents to the platform, documented for setup against named commercial AI tools. Two governance commitments are published as design principles rather than aspirations, and both are specific. The assistant makes changes or takes actions only with explicit human approval. The model does not learn from an insurer's secure data, and instead learns that insurer's own risk assessment criteria and product workflows. Security disclosure is substantive. The company publishes ISO 27001 certification with its scope stated, a SOC 1 Type II assessment, and GDPR and HIPAA compliance positions. Data is encrypted at rest and in transit with customer specific keys, and penetration testing is regular. Each customer runs in a fully independent production environment. A data processing agreement is published, and an audit log of every configuration change and customer data operation is exposed through an event stream. Scale is the weak side. The company reports more than 70 product launches and 15 migrations for insurers globally across property and casualty and life markets, an order of magnitude below the incumbent core platforms. Founded in 2014 and headquartered in San Francisco, California, the company is privately held, with roughly $50 million raised and investors including Insight Partners.

Insurity sells cloud based core software and analytics to property and casualty insurers, brokers and managing general agents. The core covers policy administration, billing, claims and marine cargo, Ratio Policy AI drafts commercial lines configuration from filings, and more than 500 insurers run its software across more than 400 cloud deployments. The models sit in Insurity Analytics, which brings together Valen Analytics, SpatialKey, Maprisk and DataHouse on a data hub fed by the Valen Data Consortium, $109 billion of pooled premium across standard property and casualty lines. Insurity Predict turns that pool into predictive scores for underwriting and pricing and runs on Amazon Web Services, and UBIC cut quote times from two weeks to 45 seconds with it. The Borealis release added AI enabled self service for policyholders, and Ratio Policy AI rates commercial auto schedules of 30,000 or more vehicles in seconds while underwriters keep judgment, exceptions and approvals.

EIS sells EIS OneSuite, a cloud native core platform for policy administration, billing, claims and customer management across property and casualty, life and annuities, group benefits, absence management and pet insurance, running on cloud, on premises or hybrid infrastructure. Since October 2025 OneSuite has been powered by CoreGentic, which embeds AI agents, agentic orchestration and plain language control in the core, grounded in an insurer's own knowledge base and governed by core business rules, permissions and human oversight. ClaimSmart adds machine learning to claims: ClaimGuard scores each claim for fraud risk across hundreds of scenarios, and ClaimPulse automates claims handling from digital first notice of loss. In June 2025 EIS earned ISO/IEC 42001 certification for its AI management system, audited by CPSI Certifications with SOC services from CyberGuard Advantage, and it says it was the first insurance technology provider to do so. The MACH Alliance, which certifies microservices based, application programming interface first, cloud native and headless architecture, has also certified the platform. Named customers include CSAA Insurance Group, AIG Canada, which launched 27 new products in 11 months, esure, Wellfleet, Atlantic American, Renaissance Life & Health, Tokio Marine & Nichido Fire, Sompo Japan, whose ClaimGuard model is trained only on its own data, and Industrial Alliance Auto and Home, live on CoreGentic since January 2026. EIS is headquartered in San Francisco.

Majesco sells core insurance and retirement platforms: policy, billing, claims, underwriting, rating, loss control, distribution and benefits administration for property and casualty, life, annuity and health, and retirement and pension providers. Its acquisition of Vitech, closed in January 2026, added the retirement and pension administration platform now sold as Intelligent V3locity. Majesco serves more than 375 customers, more than 275 of them property and casualty insurers, and 95 percent run on its cloud. AI is built into the platforms rather than sold apart. Majesco Copilot, developed with Microsoft on Azure OpenAI Service, sits inside the products as an assistant, and agents handle bounded tasks such as document and email intake, reconciliation, triage, routing and payment resolution. The Fall '26 release adds shared workspaces where staff and agents work the same case, an Intelligent Underwriting Workbench with automated risk scoring for group and voluntary benefits, and an AI framework with an agent studio, a model catalog and a Model Context Protocol server. Majesco is based in Morristown, New Jersey, and was founded in 1982. It is a Thoma Bravo portfolio company, and CVC Funds took a minority stake when the Vitech acquisition closed.

Sapiens runs the operating systems of more than 600 insurers across 38 countries. It covers a wide spread of lines: property and casualty, workers compensation, and life, pensions and annuities, plus reinsurance, financial and compliance, data and analytics, digital and decision management. Its flagship suites are IDITSuite and CoreSuite, surrounded by pre integrated components for illustrations, applications, underwriting, data and digital engagement. They are delivered on Microsoft Azure, with 5,265 experts behind them. The artificial intelligence line arrived in June 2026 under the name Insurance Agentification. It comprises three agentic products covering claims, underwriting and policy, built on what the company calls a Central Agentic Framework. That framework connects an insurer's core systems to its artificial intelligence strategy through a single governed insurance ontology. The company is explicit that this is not a chatbot layer but automation embedded in underwriting, claims, pricing, risk and billing workflows. That launch came during eighteen months of heavy corporate change. Advent International took the company private in December 2025 for approximately $2.5 billion, delisting it from Nasdaq and the Tel Aviv exchange. The acquirer's stated rationale was to accelerate a stalled shift to software as a service, then move into artificial intelligence. In January 2026 the company cut roughly 700 roles, about a tenth of its workforce, and replaced its entire management. In June 2026 a sovereign wealth fund took a significant minority stake, the global headquarters moved from Israel to central London, and the first AI Customer Experience Lab opened there, with a second planned for the United States. Sapiens was founded in 1982 and was formerly headquartered in Holon, Israel. Formula Systems retains a minority holding. Analyst standing includes a luminary placement for life policy administration in Europe and a top 50 insurance technology provider listing.

Duck Creek sells an enterprise core platform that property and casualty insurers run on, and it has built an agentic layer on top of that position. The core suite covers policy, billing, claims, rating, loss control, reinsurance, distribution management and payments, delivered through its OnDemand cloud service on Microsoft Azure, with the company repositioning itself from a system of record to what it calls an intelligent core. The AI line launched on 28 April 2026 as an insurance native agentic platform for deploying, orchestrating and governing agents across the insurance lifecycle, alongside two first applications, an Agentic Underwriting Workbench and an Agentic First Notice of Loss experience. The architecture is described in named layers covering intelligence, orchestration and governance, with traceability and auditability built in and the chief executive stating human in the loop explicitly. Two technical claims are specific: neuro symbolic reasoning as the mechanism letting agents operate inside carrier workflows and regulatory constraints, and a proprietary insurance domain ontology giving them context. Two architectural choices cut against incumbent instinct. The data foundation integrates natively with the company's own systems of record and is stated to support integration with other core systems, meaning a carrier on a competitor's core can still use it. And the gateway layer is an open framework with a marketplace and registry supporting the model context and agent to agent protocols, so agents built by the company, its partners or its customers connect on published standards. Named customers span specialty, global and regional carriers across four continents. The company holds analyst quadrant leader standing and publishes a complete trust surface, including obtainable certification and audit documents and a whitepaper on DORA, the European operational resilience requirements. Founded 2000, headquartered in Boston, and owned by Vista Equity Partners since 2023.

FRISS screens the whole policy lifecycle for property and casualty insurers and calls the result trust automation, which is a deliberate inversion of how this category usually talks. Rather than leading with fraud caught, it leads with honest customers cleared: screening every application and claim within seconds so trustworthy business moves faster, with the suspicious minority routed to a person. The company states its purpose as not wanting people to pay higher premiums because others commit fraud. The product covers three points in the lifecycle. At underwriting it screens new policy applications and renewals in the seconds it takes an applicant to complete a form, scoring for misrepresentation and high risk. At claims it scores at first notice of loss and across the claim lifecycle. For special investigation units it supports structured and confidential fact building on the cases that are flagged. One published customer describes screening results as decisive in deciding what is accepted, reviewed or rejected. The company publishes a responsible AI position, setting out transparency, fairness, accountability and governance as principles. It engages the EU AI Act by name, including its enforcement timeline. Scale is substantial for a focused vendor: more than 300 implementations across more than 45 countries, roughly 223 staff, and $81 million raised including a $65 million Series B led by Accel KKR with Aquiline. An independent 2026 buyer's assessment places it as the mid market detection vendor most commonly shortlisted by United States carriers alongside the industry data utility, with automotive its strongest line and its United States footprint growing through integrations with the dominant claims core platform. The same assessment notes its cross carrier contributory data network is smaller than the market leader's. Founded 2006 by Jeroen Morrenhof and Christian van Leeuwen, headquartered in Utrecht with a United States base in Ohio and offices across the United Kingdom, France, Spain, the German speaking markets and Latin America.

Shift Technology is a pure play insurance AI company, with a stated 100 percent focus on the industry since its founding in 2014, and it reaches the market through the core platform most property and casualty insurers already run. Its products are organized around three decisions: detecting fraud in claims, applications and organized rings; automating the claims process from first notice of loss through straight through processing; and catching application fraud before a policy binds. Subrogation recovery, payment integrity and claims document analysis sit alongside them. The company describes combining generative, agentic and predictive approaches, and its current positioning is explicitly agentic. Published agents assess subrogation opportunity and draft the initial demand package, or review a third party insurer's response and guide negotiation. Others assess whether medical billing applies to a claim and estimate treatment duration, or synthesize cross carrier claim history into recommended next actions for a handler. It states it was an early adopter of LLMs in 2020 and has analyzed more than 2.6 billion policies and claims. Scale and validation are strong. The company reports more than 115 insurance customers across 25 countries and more than $5 billion in reported fraud savings. In March 2026 AXA renewed for five years, extending a collaboration begun in 2016 across 15 countries, with that insurer's own transformation executive quoted. Covéa signed as a strategic partner for fraud and risk. An industry body in Australia selected the company with EXL to build a national motor fraud detection platform. The relationship with Guidewire is the structural asset: strategic partner for insurance decisioning, premier technology partner status, an accelerator on that vendor's marketplace, and a direct strategic investment. Underneath, the platform runs on Microsoft Azure AI services, named openly in that provider's own case study. Headquartered in Paris with offices in Boston, Mexico City, Sao Paulo and Tokyo, and $320 million raised.

The Interesting Life Company sells ISLA, the Interesting Life Agent, a pre sale underwriting tool for United Kingdom protection advisers launched in February 2026. It addresses a specific and long standing friction: an adviser taking a client through life, critical illness or income protection cover cannot tell, at the point of recommending a product, how an insurer will treat that client's medical history, and the answer normally arrives only after a full underwriting journey. ISLA works conversationally, prompting the adviser with the next question to ask about medical and lifestyle disclosures, showing the likely underwriting outcome on the information available at each stage, and generating plain English explanations of both the process and the decision so the adviser can set client expectations early and explain them clearly. The company also publishes market ratings across the three protection lines, condition explanations, a conversation checklist and template client communications. It was built by two named industry consultants who co founded the firm, and positions itself as enhancing the existing underwriting ecosystem rather than replacing any part of it, with a stated interest in the large number of people who apply for cover each year and do not complete. Since April 2026 the tool has been available exclusively through a major protection sourcing platform, under a separate license, placing underwriting insight alongside product comparison.

S&P Global Market Intelligence is the data, analytics and software division of S&P Global, run separately from S&P Global Ratings. Its flagship S&P Capital IQ Pro covers more than 109,000 public and 60 million private companies. Its Kensho unit builds the generative tools on top, including the ChatIQ assistant, Document Intelligence and an AI Data Portal that feeds S&P data into Claude, ChatGPT, Copilot and Gemini. The division also runs enterprise software such as WSO for loan portfolio management, iLEVEL for private markets, and tax and regulatory reporting tools. In July 2026 S&P reorganized it into Kensho Data & Platforms and Enterprise Solutions, and on 27 October 2026 it announced a strategic review of Capital IQ and associated data businesses.

Moody's Analytics is the data, research and decision solutions division of Moody's Corporation, scoped here at division level and separated from Moody's Ratings, a boundary the company itself draws on its product and trust pages. It sells to banking, buy side, insurance, corporate and public sector customers across solution lines including lending, third party risk, regulatory reporting, balance sheet management, insurance underwriting, portfolio management and model risk governance. The shipped inference line has two generations. Research Assistant launched in December 2023 as a conversational interface built on Microsoft Azure OpenAI over the proprietary data estate, covering more than 190,000 companies. Agentic Solutions followed in late 2025 as coordinated specialized agents across five workflows: company credit assessment producing a complete credit memo, portfolio monitoring with early warning signals, sales intelligence, customer and counterparty screening covering sanctions and adverse media, and private credit risk assessment. Both run over a context layer spanning more than 600 million entities. The Lending Suite absorbed Numerated Growth Technologies, acquired in November 2024, adding a loan origination system. Named AI partners include Anthropic, OpenAI, Microsoft, Databricks, Amazon Web Services and Salesforce. Moody's publishes AI principles overseen by an AI Governance Committee, its standard Core Terms with data processing and information security schedules, and a trust center listing ISO/IEC 27001:2022 certification and Global Privacy Recognition for Processors certification.

Monitaur is a Boston based AI governance software company selling to highly regulated enterprises, with its deepest expertise in insurance and a growing financial services segment. The platform is organized on a policy to proof roadmap. It runs from policy definition and taxonomy through model inventory, stakeholder collaboration and lifecycle governance execution, to continuous monitoring, validation and audit ready reporting, so that a governance framework becomes checkable evidence rather than a document. The distinguishing asset is a validated controls library that a carrier maps to the policies and frameworks it already operates against. It ships with alignment to named regulatory instruments rather than generic principles: the NAIC model bulletin, the NIST risk management framework and the EU AI Act. Alignment also covers model filings, market conduct examination, own risk and solvency assessment, actuarial standards of practice and the individual state insurance departments. Capabilities include model validation, continuous fairness and bias stress testing, performance and quality monitoring across multiple modeling paradigms, and governance of third party and vendor supplied models. An enterprise insurer customer cited that last capability as the differentiator because it integrated with existing third party risk management workflows. Named customer work includes the property analytics firm CAPE Analytics, whose general counsel is quoted on the selection, and case studies covering an enterprise insurer and a Fortune 200 financial services and insurance company. The advisory board includes a former director of the Arizona insurance regulatory agency who co chaired the innovation and technology committee at the NAIC. The company also has an alliance with a large professional services firm in Germany covering European regulatory compliance.

Infrrd is a San Jose intelligent document processing company founded in 2015 by chief executive Amit Jnagal, built on deep learning, computer vision and natural language processing rather than templates. Its Titan platform and machine learning character recognition handle semi structured and unstructured documents across more than a thousand document types and twenty two languages, with more than a hundred billion pages processed. Financial services is addressed through separately named products rather than an industry page. Infrrd for Mortgage covers origination, quality control, post close and servicing across five hundred document types, pulling borrower income, assets and liabilities from application forms, employment verifications, payslips and bank statements, running tolerance tests and disclosure comparisons at the point of upload, routing exceptions and sending everything else through to investor delivery, with audit trails, version control and tamper resistant logs for regulators and investors. MortgageCheckai is a loan quality control automation product for pre fund and post close audits, launched with a mortgage compliance specialist. Ally is an agentic workforce built specifically for mortgage operations. Infrrd for Insurance handles carrier forms, claims, medical reports and supporting documentation, with patented list splitting for multi policy and multi collateral documents, validating extracted data against business rules without a template per form. Named a Leader in Gartner's 2026 Magic Quadrant for intelligent document processing and in Everest Group's 2026 assessment. Named customer State National, whose intake spans forms from 2,100 insurance companies. The company also sells into invoice processing, construction and manufacturing.

Lumnion is a Munich headquartered pricing platform for non life and health insurers, with engineering and a second base in Istanbul. The platform runs end to end across five named modules: Bee automates data preparation and earned premium calculation, Cheetah performs risk pricing and actuarial modeling, Dolphin handles commercial price management and scenario analysis, Engine is an integrated rate engine that pushes a commercial price decision into the market directly, and Octopus enriches internal data with external sources. The modeling layer is deliberately open rather than proprietary: actuaries can fit gradient boosted trees, random forests, decision trees and both generalized linear and generalized additive models, then compare them side by side on the same dataset with statistical results published for every factor and model, automated and manual variable grouping, and advice on factors and interactions. Lumnion's own methodology converts the output of opaque machine learning models into base prices and coefficients, exposing which variables were used, their significance and their interactions, so that a result can be operated and audited rather than only trusted. Reporting is audit traceable and simulation results are shown geographically. Named customers on the company's own site include Allianz, Cigna, HDI, NN Hayat Emeklilik, Magdeburger, Mailo, Turkiye Sigorta, Aksigorta, AgeSA, Eureko, Fiba, Neova, Quick, Unico and the Turkish insurance sector information and monitoring center. Partnerships include Amazon Web Services, EY and SAP Fioneer, and the platform is listed on the Amazon marketplace. The company publishes four current certifications with the certificates themselves available for download.

Milliman is a global actuarial and consulting firm that also ships a portfolio of named, separately licensed analytics products to insurers. This profile covers those products rather than the consulting practice. Milliman IntelliScript serves life and health carriers with data driven risk assessment: Irix medical and prescription histories, the Curv suite of predictive models for identifying unknown risk in groups, and underwriting insight drawn from pharmacy and medical claims records. Milliman Nodal applies machine learning and natural language processing to structured and unstructured claim data, including adjuster notes, medical notes and police reports, to triage property and casualty claims, predict litigation likelihood, flag excessive medical cost and benchmark spend across workers compensation, auto liability and general liability. Nodal is delivered as a fully managed service with models tailored to each client's own claim and text data on top of a shared reference database, and companies deploying it report average cost savings between five and fifteen percent. Other products include AccuRate Fleet, a usage based score for pricing fleet exposure and driving behavior, Datalytics Defense for detecting patterns in attorney billing, an explainable platform for detecting and quantifying fraud, waste and abuse, Market Baskets for property and flood pricing, and the actuarial platforms Arius, Integrate and the Economic Scenario Generator. IntelliScript operates as a consumer reporting agency under the United States Fair Credit Reporting Act (FCRA) and appears on the Consumer Financial Protection Bureau list of consumer reporting companies, so an individual can obtain their own report free of charge and dispute its contents directly. Nodal was named the 2025 InsuranceERM Americas award winner in its category, chosen by an independent panel of industry experts.

Swallow is a London based insurance pricing platform that separates pricing models from application code. The workbench covers data import and versioning, a visual model builder needing no code, automated scenario and impact testing, governance with approvals and audit trails, and instant publishing of any model as a live rating interface, an embeddable quote form, a chatbot or a voice agent. Herbie, the AI actuary inside the platform, turns a prompt into a tested and deployable pricing model, generates test suites, writes compliance reports and version summaries, and answers product questions. A second line at serff.ai indexes United States rate filings at scale, extracts the rating logic inside them, and turns an approved filing into a working rater carrying base rates, factor tables, class plan, territory definitions, discounts, surcharges and minimum premium rules, then generates the filing artifact set for a credentialed actuary to certify. Market Pricing Analytics runs any risk through other carriers' reconstructed rating plans, built from filed rates rather than sampled quotes. The platform is state aware for United States filings, distinguishing file and use from prior approval states and handling premium taxes, minimum premium rules, residual market assessments and state specific rating restrictions. Named customers include Open, Rivr, MGT Insurance, Ouch and ISC, with the largest serving more than three million quotes a month and the largest by revenue above $1 billion a year. Founded in 2022 by Callum Rimmer, co founder of the usage based motor insurer By Miles, with Sam Clifton and Josh Overton, on pre seed funding co led by Connect Ventures and Jigsaw VC. Named in the InsurTech100 for 2024. Pricing starts at 2,500 pounds a month and scales on quote volume and gross written premium, with a discounted plan for insurers under 10 million pounds of premium.

San Francisco company founded in 2025 by chief executive Vivek Rao, formerly of McKinsey and the private equity firm Sycamore Partners, and chief technology officer Federico Reyes Gomez, a Stanford computer science graduate who worked on document understanding at Google before joining a graph neural network startup. Backed by Y Combinator in its Summer 2025 batch and still very small, with a founding team of two to four and a former chief actuary working alongside it. The product is an AI native actuarial workbench for specialty property and casualty carriers, reinsurers and managing general agents, built as agents rather than as software with models attached. Two agent families are described: insight agents covering loss modeling, on leveling and market research, and rating agents covering base rates, factors, increased limits factors and a callable pricing interface. The agents read loss runs, statements of value, broker submissions and state rate filings in almost any file format, then build, audit and deploy raters and pricing analyses. The company positions itself against the assembly work rather than the mathematics, arguing that trending, on leveling, severity fits, generalized linear models and reserving were settled decades ago and what slows actuaries is finding the data, picking the method and writing the memo. It states that its agents record where data and logic came from so they can cite the source later, that analyses are fully reproducible, and that a customer can upload an existing spreadsheet rater to have its formulas parsed, factor tables identified and a versioned model rebuilt, tested and deployed. Reviews are described as aligned to actuarial professional standards and the audit trail is described as meeting the standard expected for financial reporting controls.

WTW, the global broking and advisory group, licenses named software products to insurers through its Insurance Consulting and Technology division, rather than only selling consulting. This profile covers that division. It has more than 1,700 colleagues across 35 markets and states that over 1,000 client companies use its insurance software on six continents, including most of the world's leading insurance groups, backed by roughly 30 years of investment in analytics. The pricing suite is the historical incumbent in actuarial pricing software. Radar Base is the modeling and reporting environment, Radar Dashboard distributes pricing management information, Radar Optimizer performs price optimization, and Radar Live delivers rates into production as a full rating engine replacement scalable to billions of quotes a day. Emblem, licensed alongside Radar Base, fits generalized linear models and a range of machine learning and predictive models to large and complex datasets, and Classifier categorizes and assesses risk by geography. Radar 4 added gradient boosting machines and classification models built directly inside the decision support environment without programming. Radar 5, launched October 2025 under senior director Chris Halliday and global insurance technology leader Duncan Anderson, added generative capability applied to unstructured data in claims and underwriting, augmented underwriting technology, and enhanced hosted delivery, and was described by the company as the first of many planned releases across its insurance software. The environment supports joint deployment of customer written Python models alongside its own, with stated governance requirements for deploying open source code and retention of historic models for policy adjustments and regulatory purposes. Named users include Manitoba Public Insurance, which adopted Radar and Emblem for generalized linear model ratemaking.

Guidewire, a San Mateo company listed on the New York Stock Exchange, sells the core system suite that property and casualty insurers run policy, claims and billing on, with more than 570 insurers in 44 countries. PolicyCenter, ClaimCenter and BillingCenter form InsuranceSuite, InsuranceNow serves smaller carriers, and both run on Guidewire Cloud, powered by AWS. An analytics line sits around the core: Predict models flag likely severe, litigated and subrogation claims using pooled data from more than 115 insurers, Compare benchmarks claims against peers, and Cyence models cyber risk. The August 2026 Qusar release added an Agentic Framework for building and managing insurance agents, with claims and underwriting agents and a choice of models that includes Anthropic Claude, OpenAI GPT, AWS Nova and Meta Llama. Pricing grew through the 2025 purchase of Quantee, and in October 2026 Guidewire agreed to buy hyperexponential for $1.7 billion. Zurich, Nationwide and CNA are named customers.

Property risk analytics firm founded by chief executive Attila Toth and built from inception around property level risk scoring rather than around software with models added later. Its models combine geospatial data, satellite and aerial imagery, enriched permit and parcel data, three dimensional roof intelligence, climate science and structural engineering to produce risk scores at individual address level across the United States. The portfolio covers wildfire (Z-FIRE), hail (Z-HAIL), wind (Z-WIND), an integrated severe convective storm model (Z-STORM), inland and pluvial flood beyond federal flood maps (Z-FLOOD), general property characteristics (Z-PROPERTY), and non weather water and fire perils. Z-FIRE was the first AI based wildfire model approved as part of a carrier rate filing by the California Department of Insurance, and is built on fire science and structure ignition research from the Insurance Institute for Business and Home Safety and trained on what the company describes as the industry's largest historical wildfire loss database, spanning two decades. Carriers insuring roughly 40 percent of the California homeowners market use it. The storm suite holds approvals across sixteen or more states. Z-VIEW is a browser application delivering scores, top risk drivers, aerial imagery and mitigation simulation for any address with no integration work. Named carriers include Heritage Insurance and NEXT Insurance, and the company is a Duck Creek partner. It states that its models helped carriers and insurers of last resort extend coverage to more than 511,000 previously uninsurable properties in 2024. Former Verisk chief executive Scott Stephenson joined its board in 2026.

Earnix sells pricing, rating and decisioning software to insurers and banks. Pricing and actuarial teams use it to build rating models, set prices, file rates with regulators and push them into policy systems. Lenders use the same engine to price loans, mortgages and deposits, and Lending Plus adds credit decision simulation. AIOS, launched in June 2026, coordinates more than 25 AI agents across pricing, underwriting, claims and customer engagement. Copilot builds models from plain language requests. Generative recommendation came with the purchase of Zelros in April 2025. Integrations include a Guidewire PolicyCenter accelerator on Guidewire Marketplace and Verisk's ISO Electronic Rating Content. More than 100 insurers in over 35 countries use Earnix, including Generali, AXA and Tokio Marine. Earnix has served insurers and banks since 2001 and is based in Boston, with chief executive Robin Gilthorpe. Insight Partners led its $75M growth round at a $1B valuation.

Windsor, Connecticut. Nasdaq listed financial technology and outsourcing group, described in its own automation materials as a $25 billion enterprise, whose core businesses are fund administration, transfer agency, portfolio accounting and asset and wealth management software, alongside insurance and healthcare administration. Its automation and AI arm is SS&C Blue Prism, acquired in 2022 and founded in 2001, which sells agentic automation into banking, insurance, asset management and more than 70 other industries. The current platform is WorkHQ, an agentic workflow platform evolved from the intelligent automation product, working alongside Chorus for orchestration with human in the loop steps and the SS&C AI Gateway, an enterprise AI governance platform providing a secure generative AI gateway, audit trails, guardrails, business rules, role based access control, real time risk notifications and private language model chat. On top of these sit SS&C Agent Solutions, custom and templated agents including a Credit Agreement Processing agent with built in governance, accuracy evaluators and downstream system integration for straight through processing. The company positions itself as its own first customer, stating that every agent is developed, tested and deployed inside SS&C operations before release, with more than 3,571 active agents, over $200 million of savings and around 7 billion tokens a month. Named users include State Street, Invesco, Banorte, ABANCA, Banco Supervielle and Spain's Ministry of Justice. Recognized as a leader in the Gartner Magic Quadrant for robotic process automation in 2025 and in Everest Group's PEAK Matrix for intelligent process automation platforms.

Appian is a McLean, Virginia headquartered enterprise process automation company, founded in 1999 and listed in the United States, selling a low code platform for designing, automating and optimizing complex business processes across large enterprises and governments. Financial services is its largest vertical, and it addresses it through separately named, separately versioned prebuilt applications: Connected KYC automates know your customer investigations for institutional customers, using models to classify documents alongside a rules engine that routes cases needing manual review, and Connected Underwriting serves property and casualty insurers with submission scoring, correspondence summarization, sanctions checks and duplicate detection, integrating with the Guidewire quote module. Its AI line includes Agent Studio for agents embedded inside long running business processes, intelligent document processing, AI Copilots and Process HQ, on a unified data fabric, under a Private AI commitment that a customer's data trains only that customer's models and never leaves the Appian Cloud compliance boundary. Pricing is published as Standard, Advanced and Premium tiers per user, per month, per application, and Appian Cloud carries SOC 2 Type II, ISO 27001, PCI DSS and FedRAMP credentials. Named financial services customers include Towerbank, which automated 96 percent of client onboarding on its Ikigii platform, and Canada Life, which cut medical review time by 75 percent.

Boost.ai builds enterprise conversational AI for regulated industries, supplying chat and voice virtual agents to banks, insurers, telecommunications operators and public sector bodies through a no code platform. Its published scale is more than 600 live agents across more than 450 organizations handling upward of 150 million conversations a year, and its reference base is the deepest in the Nordics, with Nordea, DNB and Telenor named publicly. DNB reports automating 20 percent of its customer service through the platform. A Trust Layer wraps the virtual agents in guardrails the company describes as tamperproof and resistant to jailbreak attempts, addressing hallucination, bias and prompt injection. The company holds ISO 27001 and ISO 27701 certification covering the whole group including subsidiaries, and publishes how many controls under each standard it has implemented. Founded in Norway and backed by Nordic Capital since 2021.

Herald builds placement infrastructure for commercial insurance, connecting brokerages to more than 35 carrier partners and 80 insurance products through a single application programming interface covering cyber, management liability, professional liability, business owners policy, general liability and workers compensation. Brokerages embed the interface into their agency management system, customer relationship system or a platform of their own so brokers can quote and bind in real time, and the company is building an open data standard for broker to carrier transactions. In July 2025 Herald acquired Babbix, an email native artificial intelligence agent for brokers, and made its founders the leaders of a new AI division. That agent now works inside the broker's inbox, extracting client data, resolving gaps at intake and sending submissions to carriers, alongside a placement system that lets brokerage leaders direct activity toward preferred carrier partners. Herald states it works with eight of the 25 largest brokerages.

Kalepa builds Copilot, an artificial intelligence underwriting workbench for commercial and specialty property and casualty insurers and managing general agents. Copilot reads a submission as it arrives, extracts structured data from the documents, cross references billions of data points from loss runs, web sources and third party providers, surfaces exposures the submission did not mention, and prioritizes risks by likelihood to bind and fit against the carrier's appetite and guidelines. An ensemble engine selects the model or method per task and decides where to automate rather than assist, and independent judging agents validate critical extracted fields, measuring confidence continuously. The stated division of labor is that Copilot reads, cross references and scores while the underwriter decides, with the reasoning behind every flag visible. Named users include Munich Re Specialty, Bowhead and SECURA. Founded in New York by a physicist and an intelligence officer.

Send Technology builds an underwriting workbench and orchestration engine for commercial, specialty, reinsurance, managing general agent, delegated authority and London Market insurers, supporting more than $26 billion of gross written premium. The platform spans the full underwriting lifecycle from submission intake and triage through document ingestion, data enrichment, third party connectivity, document generation, risk monitoring and renewal preparation, and is positioned as the layer that orchestrates a carrier's existing raters, data providers, core systems and artificial intelligence agents rather than replacing them. Its agentic framework lets carriers and system integrators build and embed their own agents into the workflow, so the buyer chooses which models operate inside it. Send holds SOC 2 Type 2, ISO 27001 and ISO/IEC 42001:2023 certification, and was acquired by Duck Creek Technologies in July 2026, continuing to be sold as a standalone engine that integrates with all core systems.

hyperexponential sells an underwriting platform for commercial property and casualty insurers, reinsurers and managing general agents. Actuaries write pricing and rating models in Python on its Calculation Engines, and underwriters run them inside workflows built in Workflow Builder. Portfolio Intelligence tracks the live book for concentration and loss ratio drift. hyperoperator, launched in July 2026, is an AI agent that takes a broker submission from intake to a decision ready file within the carrier's own rules, and it reaches selected customers from later in 2026. Earlier releases called the pricing platform hx Renew. Customers include Aviva, Allianz Commercial, Markel, Sompo, Beazley and HDI, and the company reports more than $75 billion of annual commercial premium on the platform. In October 2026 Guidewire signed a definitive agreement to buy hyperexponential for $1.7 billion in cash, plus up to $400 million tied to revenue targets. Guidewire expects the deal to close in its second fiscal quarter of 2027. The company is based in London, with offices in New York and Warsaw.

Sixfold builds underwriting artificial intelligence for insurance carriers across property and casualty and life and health. Its AI Underwriter, launched June 2026, ingests a submission, extracts and cleans the data, flags what is missing, evaluates appetite and portfolio fit, draws on what it has learned about that broker and risk class, then produces a recommendation with its rationale and the next best action for the underwriter. Every underwriting decision the carrier makes feeds back into that carrier's own deployment as institutional memory, and each insurer's book is walled off so that one carrier's data never trains another's system. The agent can be configured to carry cases through to quote ready and bind ready materials. Sixfold publishes an annual Responsible AI report, now in its third edition, and runs a formal AI governance program anchored to the NIST AI Risk Management Framework and the high risk provider articles of the EU AI Act.

Cytora is a risk digitization and automation platform for commercial insurance, used by insurers, reinsurers, wholesale brokers and managing general agents to turn unstructured submission, quote, policy, invoice and claims documents into decision ready structured risk records against a schema each client authors for itself in natural language. Large language models pretrained to commercial insurance carry the extraction with no client training required, across more than 140 languages, and the Autopilot capability released in March 2026 runs agentic workflows end to end with built in approvals and auditable steps. Every extracted field carries a confidence score and a mandatory source list, and low confidence values route automatically into a human review console. Cytora was acquired by Applied Systems in 2025 and continues to ship, brand and sell under its own name.

IntellectAI is the wealth management and insurance business unit of Intellect Design Arena, a Chennai headquartered financial technology company listed in India with three decades of history, more than 325 customers worldwide and four business lines spanning consumer banking, transaction banking, this unit and commerce technology. Its wealth platform, WealthForce.ai, covers the full lifecycle from client acquisition and onboarding through portfolio construction, advisory, execution, custody connectivity and post trade servicing, and is built on the company's eMACH.ai architecture, described as event driven, microservices based, interface led, cloud native, headless and with embedded models. The model layer is a named platform of its own, Purple Fabric, which draws on a three layer structure combining public market data, the institution's own product and compliance rules, and private client information. The company states that every recommendation carries explainability showing its reasoning, its data sources and a confidence level, with advisers retaining control of client interactions. Capabilities are offered multi currency, multi asset, multi region, multi tenant and multilingual. The platform was launched into Asian markets and extended to the Middle East, and Intellect Design Arena was named a notable vendor in an independent Q2 2026 landscape assessment of digital wealth management platforms, cited for agentic automation, compliance monitoring and portfolio analytics. Named clients include CIMB Thai Bank.

Ruleguard is a governance, risk and compliance platform built only for regulated financial services, and it now presents itself as an agentic one. Intelligent agents, described as digital team members trained on regulatory knowledge and the firm's own policies, read documents, apply rules and check for gaps. They also flag risks and produce audit ready evidence continuously rather than at quarterly snapshots. Roughly twenty modules sit on a shared evidence and task layer. They span client asset compliance, compliance monitoring, audit management, incident and breach management, operational resilience, operational risk, policy and document management, regulatory change and service organization assurance. Alongside them sit accountability regimes, conflicts of interest, employee attestations, gifts and hospitality and personal account dealing. A conduct set covers appointed representatives, client file reviews, complaints, Consumer Duty, financial promotions, product governance and supplier oversight. The company publishes four claims about how it governs its own AI. Its ISO 27001 certification is independently verified, and its ISO 42001 compliance is audited by the British Standards Institution. Every agent decision, data source and output is recorded permanently. Oversight checkpoints are configurable, with the customer setting the level of autonomy, and customers choose between frontier cloud models and an on premises deployment. Data hosting is offered across the United States, United Kingdom, European Union and Asia Pacific. Ruleguard was founded in 2013 in the United Kingdom by John O'Dwyer as a software development consultancy. It built its first platform in 2015 for the incoming client assets rules and raised 3.5 million pounds from Foresight Group in 2022. It states that its customers include tier one banks, global insurers and leading wealth managers.

Red Oak Compliance Solutions sells advertising and marketing review software to registered investment advisers, broker dealers, asset managers and insurers, and has done so since 2010. The Compliance Connectivity Platform runs the full path a piece of regulated marketing takes: content creation, review and approval, distribution to advisers through its 4U platform, and communications supervision, with adjacent modules for disclosure management, registration and licensing, complaint management and branch examinations. Records are held to the write once read many standard the Securities and Exchange Commission requires, and a direct integration carries filings through to the Financial Industry Regulatory Authority, where customers made more than fifteen thousand submissions in a single year across roughly 6.7 million documents reviewed. The models sit on top of a configurable rules engine rather than underneath the platform. Smart Review flags potentially missed disclosures before a piece goes for final compliance review, more than eight hundred thousand of them in one year, and the AI Review module launched in January 2025 applies large language models steered by prompts written to each firm's own policies, with the vendor stressing that no model training or retraining is required. Published averages are 35 percent faster approvals and 70 percent fewer touches per review. The company was founded in Austin, Texas by Stephen Pope, Cathy Vasilev and Rick Grashel, is backed by Mainsail Partners, and states more than 1,800 client firms ranging from single state advisers to over half of the twenty largest global asset managers. On 26 July 2026 it combined with MirrorWeb, a fellow Mainsail portfolio company, under the Red Oak name, with MirrorWeb's Romir Bosu as chief executive of the combined business, which is reported to serve more than 1,550 regulated firms including seventeen of the twenty largest asset managers.

Blee reviews marketing, product and sales content for regulatory risk before it reaches consumers, and is built to sit on top of the stack a marketing team already uses rather than replace it. Content is screened against a configurable framework covering the Securities and Exchange Commission and Financial Industry Regulatory Authority rules, Federal Trade Commission advertising standards, the insurance advertising requirements of all fifty state departments, accessibility requirements under the Americans with Disabilities Act, and the advertising policies of the major distribution platforms, which are not law but gate whether a campaign runs at all. A legal engineering team maintains those rules centrally. The distinguishing architectural claim is that each customer receives its own model, trained on that firm's policies, guidelines and risk tolerance, rather than sharing one detector across the client base. Flags carry through configurable approval flows into an audit trail built for examination. Integration is the other half of the design: reviews run where the work happens, across project tools including Jira, Asana, Workfront and Salesforce, creation tools including Figma and Google Docs, and storage in Google Drive and Dropbox, with files staying in the customer's own systems. Blee was founded in 2022 in New York by chief executive Guy Shahar, went through the Y Combinator winter 2023 program, and runs with roughly two dozen staff. Named customers include Rocket Mortgage, NerdWallet, Marqeta, Betterment, Greenlight, Public and PayPal.

PerformLine runs marketing compliance oversight across every channel a regulated brand speaks through, covering both halves of the lifecycle in one platform: automated review and scoring of assets before publication, then continuous discovery and monitoring after launch across web pages, social posts, emails, phone calls, text and chat messages. Its proprietary rulebooks encode the consumer finance regimes that govern that content, including the Truth in Lending Act, Regulation Z, fair lending rules and the prohibition on unfair, deceptive or abusive acts and practices, and flags carry through structured remediation workflows that leave an auditable record. A large part of the value is oversight of parties the institution does not employ: the platform discovers unknown pages, posts and emails published by affiliates and partners, and scores customer facing messages sent by agents on the brand's behalf, which is how banks supervise fintech partner programs at scale. In May 2026 the company added AI Response Monitor, which runs daily automated evaluations of what conversational artificial intelligence platforms tell consumers about a brand, its products and its competitors, scoring those answers against the institution's own brand guidelines, product terms and disclosure requirements. PerformLine was founded in 2007 in Morristown, New Jersey by Alex Baydin, who led it for eighteen years and moved to the board in January 2026 when Chris Calhoun became chief executive alongside additional investment from the growth investor M33 Growth. The company has roughly 85 staff and states that six of the ten largest United States banks are clients.

Saifr sells AI models that read marketing and communications material and flag regulatory and brand risk before it is published. Created inside Fidelity Labs in 2020 and launched commercially in 2022, Saifr is a subsidiary of FMR, the parent of Fidelity Investments, and its models are trained on proprietary, synthetic and other data reviewed by subject matter experts, drawing on its parent's compliance operation. SaifrReview covers marketing compliance review for financial services, banking, and life insurance and annuity providers, with alerting built on Financial Industry Regulatory Authority rule 2210, the Securities and Exchange Commission marketing rule and the National Association of Insurance Commissioners model advertising laws; it identifies missing disclosures and suggests alternative wording. SaifrScreen handles adverse media and sanctions screening for anti money laundering and know your customer programs, and Saifr eComms covers electronic communications surveillance. Select models and an agent are published in the Microsoft Azure AI Foundry model catalog, agents run inside Adobe GenStudio for Performance Marketing, and Saifr is a ServiceNow build partner. Nasdaq is quoted as a customer. Saifr is based in Boston and led by cofounder and chief executive Vall Herard.

Aptus.AI converts financial regulation into a machine readable format and sells the result to compliance and legal functions at banks, insurers and other regulated firms. Its patented method turns legal documents of any format, including scanned files, into a structured standard that software can read, which is what allows automated impact analysis rather than keyword search across a document library. The Daitomic platform, and the broader Next-OS product built on it, monitor more than 200 national and international authorities across seven or more countries, including the Bank of Italy, Consob, the Italian privacy authority and the European supervisory bodies, consolidate changes into continuously updated structured text, and notify users when something moves. Users query the corpus in natural language, upload their own internal documents into thematic workspaces so internal policies can be read against external rules, and generate drafts of policies, legal opinions and recurring documents. Agentic orchestration is described as completing multi step workflows rather than only answering questions. The company was founded in Pisa in 2018 by two University of Pisa doctoral researchers, holds granted patents on its conversion methodology in Italy, Europe and the United States, and distributes partly through systems integrator partners.

Corlytics sells regulatory risk intelligence and policy compliance software to financial institutions and to regulators themselves. Natural language processing classifies regulatory text across client defined business lines, categories and themes with relevancy scoring; a large language model summarizes legal and regulatory content and extracts obligations, entities and dates from it; and classification ranks obligations by criticality so compliance teams can allocate resources. A separate risk analytics capability ingests enforcement actions and fines from major authorities and shows how comparable compliance failures have been penalized. Coverage spans more than 120 countries and over 2,500 regulatory authorities plus global standard setting bodies, with original language text, translations and redlined version comparison. Acquired policy technology carries the second half of the platform, mapping regulatory change to internal policies and controls and providing attestation and traceability, so a firm can evidence to a supervisor how a change was assessed, implemented and communicated. The company has grown as a consolidator, taking in the SparQ monitoring platform from a global bank in January 2023, the policy management vendor Clausematch in July 2023 and a professional services firm's regulatory technology platform in November 2024, under majority ownership by a European growth investor since 2024.

CUBE sells automated regulatory intelligence and regulatory change management to financial institutions. Its RegBrain engine, and the RegAI framework built on it, capture, classify and interpret laws, rules and regulations across a stated 10,000 issuing bodies, 750 jurisdictions and 80 languages, then map each change to the policies, controls and teams it affects inside a customer's own framework. Delivery runs through RegPlatform Enterprise for tier one institutions, RegPlatform Intel for mid market banks, wealth managers and asset managers, and RegAssure for lean compliance teams, with RegBrain also exposed through APIs so a customer can run the same summarization, classification and enrichment stack over its own content. Roughly 250 in house regulatory specialists review machine output, a step the company markets as human in the loop assurance. The group has grown largely by acquisition. It absorbed Reg-Room and the Thomson Reuters Regulatory Intelligence and Oden businesses in 2024, then the operational risk controls network Acin in 2025, which has its own profile and still ships under its own name.

Montreal company founded 2017 by Mohamed Hanini, selling Olivo, a multi agent conversational AI platform for insurance brokers and insurers across property and casualty, life and health and financial services. Olivo combines conversational AI with intelligent document processing and workflow automation, operating 24/7 across web, phone, text and email, handling quote intake, customer service, document extraction and onboarding, with a compliance module that validates information consistency across sources and evaluates applications against underwriting and regulatory requirements. Integrated with Applied and with the Centre for Study of Insurance Operations, the Canadian industry data standards body.

Korint sells a modular core insurance platform to European property and casualty insurers, managing general agents and delegated brokers. Its five modules cover policy administration (Core), quote journeys and broker extranets (Reach), pricing and rules (Engine), claims (Claims) and a set of AI tools. Each runs on its own beside an existing back office or together as the full core. Reach takes a customer from quote through pricing, document checks and electronic signature to a client and broker extranet, on the insurer's own site, white labeled at a partner or inside a broker's extranet. Engine publishes rates as versioned APIs, and it can also call an insurer's existing actuarial engine in real time instead of replacing it. The AI works inside those modules. Agents read incoming documents, carry out servicing tasks such as cancellations and endorsements within a scope the client sets, and score claims for document fraud against a threshold the insurer chooses. An AI Companion answers portfolio questions in plain language and prepares batch tasks such as payment reminders, and a Model Context Protocol (MCP) connector lets a client's own agents read the portfolio and trigger actions. The AI modules can be switched on one at a time or bought on their own. Founded in 2022 and based in Paris, Korint names WTW, Aon, Marsh, Wakam, Yeet and Tutassûr among its customers. It runs on AWS in Ireland and Paris, reports ISO 27001 certification and a SOC 2 Type 2 report, and lists a $10,000 a month Standard Plan on AWS Marketplace.

ARTBnk, now trading as ARTDAI, sells art market data, valuation and collection tools to insurers, lenders, banks, family offices, corporate collections, appraisers, advisers, dealers, auction houses and marketplaces. Its products include the ArtQ and AuctionQ auction databases, a collection data management system, the ARTDAI Chat research assistant, enterprise APIs and Real Time Valuation, which uses four proprietary mark to market models. It covers more than 30 million auction records and over a million artists and makers, and publishes more than 350 market indexes that it says are verified on Bloomberg and LSEG. It names Bank of America, Emigrant Bank, Chubb, Aon, Marsh and Berkley One among its partners and customers, alongside Sotheby's, Christie's and Phillips. ARTDAI says it is ISO 27001 certified and offers dedicated enterprise environments. ARTBnk, Inc. has offices in New York and Newmarket, New Hampshire.

IVM Markets sells structured product idea generation and optimization to the distribution side of the equity derivatives market, meaning brokers, private banks, asset managers, wealth advisers and insurance companies rather than the banks that issue the products. The platform curates thematic stock and index baskets from an expressed investment view, then generates and evaluates thousands of product variations across underlyings, maturities, protection levels and autocall features, using market data and machine learning to reflect issuer appetite so a distributor can see indicative pricing before requesting a quote. Optimized selections pass into multi issuer platforms and marketplaces for auction and execution, several of which are also customers. The founders are former structured products bankers from Merrill Lynch, Royal Bank of Scotland and Deutsche Bank, and their stated thesis is that a handful of issuing banks control and homogenise product content, so moving design upstream to the distributor produces structures better matched to what an end client actually wants.

IDVerse is LexisNexis Risk Solutions' document authentication and biometric verification product, built by the company founded in 2014 as OCR Labs and acquired by LexisNexis. It authenticates government identity documents from more than 220 countries with up to 300 fraud checks per document, matches faces to documents with liveness detection, and defends against deepfakes, injection attacks and masks using proprietary deep neural networks, returning fully automated yes or no decisions through hosted pages, APIs and SDKs. LexisNexis reports 99.998 percent face to document matching accuracy and 98.5 percent text extraction accuracy, and the service is audited against ISO 27001, ISO 27701, SOC 2 Type 2 and the NIST 800 63A identity standard. It is certified on the UK register of digital verification services as an identity service for right to work, right to rent and criminal record checks.

ForwardLane sells Signal Studio, a decision intelligence platform that turns a firm's own data into signals, natural language answers and next best actions, each with a full audit trail. In financial services it serves wealth managers, asset managers and their distribution teams, banks and insurers. It also sells to private markets, real estate, energy and government clients. Advisers can ask questions such as which clients are overweight in tech with upcoming life events, and distribution teams get alerts on adviser moves and money in motion. The platform processes data inside the customer's own warehouse, such as Snowflake, Databricks or BigQuery. It runs on Azure, AWS, Google Cloud, on premise or bare metal, supports bring your own key and language model, and embeds in Salesforce. Plans start at $295 per user a month and fall to $195 at enterprise volumes. ForwardLane says it holds SOC 2 Type II, has served $3.4 trillion in assets and has been in production for eight years.

Moveo AI builds conversational agents for banks, credit unions, insurers, fintechs, wealth managers and collection agencies, running on proprietary large language models hosted privately rather than calling an external provider, with on-premise and private cloud deployment available. It positions itself as a customer-to-cash platform coordinating customer support, accounts receivable and collections in one loop, on the argument that a partial payment usually has a reason recorded in service, a dispute has a history affecting receivables, and whether an overdue balance becomes a collections case depends on that context. Agents share memory across voice, message, email, chat and messaging apps so context compounds between interactions, with human-in-the-loop validation and handoff. Compliance follows named debt collection, telephone consumer, data protection and health privacy frameworks, with auditable conversations and automatic adaptation to contact preferences and consent.

EVE AI Core is a deterministic control plane that intercepts every AI action before execution rather than reviewing it afterwards, returning an allow, block or modify verdict against versioned policy packs in under a millisecond, fail-closed and with no language model anywhere in the decision path. Its argument is that a safety layer built on a model can itself hallucinate, so a non-deterministic safety check is not a safety check. Every verdict emits a cryptographically signed certificate bound to the exact policy version in force, appended to hash-chained trails, replayable on demand and verifiable offline by a third party without the vendor in the loop. It governs agent actions rather than only prompts and responses, refusing unregistered tools, risk-scoring each step and requiring human approval for high-stakes actions. It positions itself as the runtime enforcement and evidence layer beneath an existing model risk program, for lending, insurance and trading decisions.

Block Convey builds two AI governance layers for banks, asset managers, insurers and fintechs. PRISM captures every language model call, tool invocation and reasoning step in production, scores quality, applies guardrails that strip regulated identifiers at ingestion, and exports regulator-facing evidence packs in under a minute from tamper-proof immutable traces, with compliance teams reviewing session-level transcripts rather than raw logs. PRISMX is a managed browser extension enforcing data loss prevention on consumer assistants, intercepting paste-and-prompt traffic at the endpoint so personal data, health data and source code never reach an external model. Obligations are mapped individually across US banking model risk guidance, state cybersecurity rules, fair lending requirements, insurance model bulletins and European AI and operational resilience regimes. Supported models, cloud platforms and agent frameworks are named explicitly.

Intensel quantifies physical climate risk at individual asset level for banks, insurers, asset managers, sovereign funds and real estate owners, translating flood, typhoon, wildfire and drought exposure into financial metrics including Climate Value at Risk, average annual loss, credit spread adjustments and operational disruption estimates. Its stack combines a proprietary hydrology digital twin, climate physics simulation for typhoons and deep learning for wildfire, with more than 200 damage curve models and an insurance-style hazard by exposure by vulnerability formulation, delivered at spatial resolution from half a meter to ninety meters across more than ten hazards under six international climate scenarios out to 2100. Adaptation modeling quantifies how specific interventions such as drainage or raising a building's base reduce future losses. Outputs support portfolio stress testing and disclosure against established climate reporting frameworks.

Floatbot builds voice-first conversational agents for collections, lending, banking and insurance, with its collections agent designed to run debt recovery conversations end to end. Its distinguishing capability is conduct compliance built into the call itself: mandatory disclosures delivered at the right moments including debt collector identification, call recording notices, mini-Miranda warnings and state payment restrictions, with automatic tracking of contact frequency against federal limits, calling-hour enforcement, real-time consent capture and a transcribed, timestamped record of every interaction. It reports collections agencies achieving 99.7 percent compliance audit scores against 82 to 88 percent for human-only teams. Proprietary voice pattern analysis detects caller stress in real time and hands off to a human agent with full context, and agents can calculate settlements and adapt approach to a debtor's hardship.

Barkr values hard to price loan collateral with AI for banks, lenders, asset managers and insurers. Its small language model, built on valuation methodologies and trained on proprietary data and large resale datasets, prices art and collectibles, jewelry and watches, vehicles and classic cars, private jets and data center equipment such as graphics processors. Clients upload whatever they have through a portal, from photos to invoices and prior appraisals, and get back a report with the method and comparable resale transactions in hours rather than weeks, on whichever basis the need calls for, such as fair market or orderly liquidation value. Health Check reviews a whole portfolio for collateral at risk. Barkr sells two tiers. The platform alone gives individual and portfolio pricing. The guaranteed tier, for qualified clients, adds expert review and error protection: if a defaulted asset sells below the predicted value, Barkr and its A rated insurance partners cover the difference, backed by Munich Re's aiSure performance guarantee insurance.

Curacel is insurance infrastructure for African and emerging markets, automating claims processing and detecting fraud, waste and abuse for insurers, healthcare providers and third party administrators. Its models vet claims automatically so staff handle only quality control, and customers report cutting fraudulent, wasteful and abusive payouts by around 25 percent while shortening claims cycles by more than 70 percent and processing up to ten times more claims. Beyond serving insurers directly it links them to primary care hospitals, travel agencies, automobile companies and security firms, and its embedded product lets technology companies offer insurance inside their own services without becoming insurers. Named customers include three of the largest insurers operating on the continent. Backers include Y Combinator, Google and Tencent.

AviaryAI runs outbound voice agents for credit unions, community and regional banks and insurers. It addresses a market where, by its own count, only 18 percent of financial providers make proactive calls at all. Agents handle collections, member welcome and onboarding, loan document follow up, and card activation including completing it on the call. They also run cross sell campaigns and outreach before digital banking migrations, and a separate knowledge product answers staff questions internally. It runs on a proprietary model trained on financial services data rather than a general purpose one. Compliance is built into the architecture. Independent safety models supervise agents for call transparency and adapt to regulatory change, and every call is audited afterwards. Outbound calling is built to the Telephone Consumer Protection Act (TCPA), and staff are notified through their own collaboration tools for approvals, warm transfers and exceptions. The team previously built a debt negotiation assistant used by over 80,000 consumers.

Freya builds voice agents for banks, credit unions, insurers and fintechs that handle inbound and outbound calls end to end rather than routing them, covering identity verification, account inquiries, payment processing, claims and loan servicing, quote intake with risk assessment, renewals, payment reminders and lead qualification across multiple languages. Its models are custom trained on industry terminology and workflows, which the company claims delivers 30 percent better accuracy than generic alternatives, and the agents generate natural speech while detecting caller emotion and adapting tone to perceived mood and urgency. Institutions control the whole lifecycle from training and fine tuning through testing to deployment, with agents following the business unit's own guidelines, and the platform connects to existing relationship management, telephony and interactive voice systems without migration.

Xaver sells an AI sales and advice platform to banks, insurers and distributors of life insurance, pensions and investment products, with the stated aim of closing Europe's pension gap. Its Xaver One system orchestrates more than ten commercial and open source language models fine tuned for financial services. Institutions can run round the clock digital advisers on voice, chat, WhatsApp, email, mobile and web, or give their human advisers an AI assistant that handles admin and supports consultations. Xaver claims sales efficiency gains of up to 65 percent. Its asset management arm, Xaver Asset Management, has a BaFin license under the German Investment Firm Act and supplies white label pension products, including an early start plan for children, private pensions, a Riester successor and the pan European personal pension product. The insurer die Bayerische is a named customer. Xaver Group GmbH is based in Cologne.

Vinlivt sells software to German insurance brokers and financial advisers that finds sales opportunities in their existing client base. With a client's consent it links bank accounts, recognizes the insurance, loan and investment contracts the client already holds, and flags gaps, duplicates and underinsurance for the adviser. Advisers also get a portfolio dashboard called Bestandsradar, digital broker mandates, a client messenger, household budget tracking and an optional investment depot through its partner Evergreen. A free plan is permanent, and the Plus plan costs 49 euros a month net with AI contract recognition and multibanking included. Data is hosted in Frankfurt am Main. Named customers include Fonds Finanz, Netfonds, VB Select and Covago. Vinlivt GmbH is based in Munich.

InfrasAI, formerly iLife Technologies, sells AI agents that build and maintain the systems insurance carriers and distributors run on. Carriers use it to extract rules and data from legacy sources, map forms and business logic, build workflows, test them and migrate off old systems. Six agents pull data from sources such as COBOL, EDI, XML and PDF files, interpret rules, map them, build live workflows, generate tests and take change requests in plain English. Deterministic guardrails govern every output, and people edit and approve before anything goes live. Each customer gets a single tenant private cloud, and InfrasAI says customer data never trains its models. InfrasAI names Guardian and Transamerica among its customers and says it runs in production in all 50 states. It holds SOC 2 Type 2 and prices on outcomes rather than usage. InfrasAI Inc. is based in Sunnyvale, California.

Focal is an AI assistant for financial advisers in the United States and Canada. Before a client meeting it builds an agenda and client overview from the calendar, CRM and past notes. It joins the meeting with a visible bot, then writes the notes, tasks and follow up email and updates the CRM. Summaries and tasks sync into CRMs such as Wealthbox, Redtail and Salesforce, and a browser agent fills more than 400 fields in Conquest planning software. Enterprise plans add agents for data entry, onboarding and form filling. Coaching built with Shaping Wealth scores how each adviser runs a meeting. Focal runs on Microsoft Azure, stores no meeting audio or video and does not train models on client data. Pro costs $100 per adviser a month, billed annually, with a 14 day trial. State Bank of Southern Utah and Woodgate Financial are named customers. OmniClient Inc. does business as Focal.

Harmoney orchestrates counterparty compliance for European insurers, banks, wealth managers, fund platforms, leasing groups and payment companies, covering identification and validation, document enrichment, UBO verification, fraud detection, digital signing, AML, PEP, sanctions and adverse media screening, risk scoring, case management, continuous monitoring and MiFID, IDD and ESG profiling. Its organizing idea is a reusable financial passport for each individual and corporate customer, kept current and shared across relationship managers, compliance teams and the customer, deployable white label under the institution's brand. HarmonAI orchestrates AI tools for compliance, with agents for invoice and bank detail fraud, negative news, screening alert resolution and identity fraud working with a human always in the loop, and partners include Creditsafe, Topograph and Discai. Named customers include Swiss Life Luxembourg, Baloise Belgium, Ayvens, Hauck Aufhäuser and MangoPay, and the company also offers managed compliance services.

Continuum is an AI assistant for Canadian financial advisers. It captures client meetings without a bot joining the call, writes notes and next steps, and syncs them to the adviser's CRM. It builds client profiles from meetings, email and CRM data, answers questions from past conversations and suggests tasks, and its Pro plan adds branded client pages. Advisers review and approve every AI suggestion. It works across video calls, softphones and in person meetings on mobile. Advisers at iA, Manulife Wealth, Monarch Wealth and Sterling Mutuals use it. Plans start at C$79 per seat a month. Continuum holds SOC 2 Type II and states that data is stored in Canada. OnePlace Company Inc. operates it from Toronto.

Renew Risk builds catastrophe models purpose designed for renewable energy assets, which conventional models handle poorly because turbines now reaching 160 to 230 meters in deep offshore water did not exist when the historical loss record was created. Its models calculate the frequency and severity of financial losses from windstorm, hurricane, earthquake and severe convective storm, using large cloud simulations and machine learning alongside engineering science, and cover the United Kingdom and Ireland, Europe, Taiwan, Japan and the United States across offshore and onshore wind, solar, tidal and hydrogen. Buyers are insurers, reinsurers, brokers and banks who need to price risk, commit capacity and finance projects, alongside developers and asset managers. New models are produced in around nine months against industry timelines exceeding three years.

TIFIN sells TIFIN.AI, a platform of AI agents for wealth managers, asset managers and insurers. The agents work for home office staff, advisers and end clients across operations, investments and growth, and a firm can start with one agent and add more. TIFIN.AI runs on top of a firm's existing CRM, custodial, portfolio accounting and market data systems. Agents work within the firm's permissions and wealth specific guardrails, are evaluated before release and leave audit trails. The group also runs TIFIN Give for tax intelligence, @Work for workplace to wealth programs, AMP for asset manager distribution, and Magnifi. TIFIN names AssetMark, Cetera, Janus Henderson, Hub International and Ares among its users and Morningstar, FactSet, Broadridge and SEI among its partners. It says one RIA aggregator cut onboarding from weeks to under a day of human input. TIFIN is based in Boulder, Colorado.

Greater Than turns driving data into crash probability and climate impact scores for motor insurers, fleets, mobility providers and vehicle manufacturers. Its Enerfy models, protected by seven patents and trained on driving data collected since 2004, break behavior into thousands of variables to build individual driver profiles it calls DriverDNAs, from which it predicts accident probability and expected cost per trip in real time. The company argues explicitly that the industry's conventional signals, harsh braking events and lagging indicators such as violations and crash history, do not predict crashes, and prices behavior instead. Data arrives through an on board device, a smartphone application or existing connected vehicle feeds, and scores reach insurers directly or through a major policy administration platform.

Obin AI builds what it calls an agentic workforce for financial institutions, deploying agents that run defined workflows end to end rather than producing drafts for a person to finish. The platform targets continuous monitoring, underwriting at scale and earlier risk detection across private credit, equity, lending and insurance, and its central design claim is that agents operate inside a firm's own controls and audit boundaries, encode that institution's specific logic and decades of accumulated context, and produce traceable and inspectable outputs. The architecture is described as open and free of lock in, with the enterprise retaining full ownership of the intellectual property. Founded by a former head of artificial intelligence at a major global bank and a former Google executive, it emerged from stealth in March 2026.

Adclear reviews financial promotions for regulatory compliance before they go live and monitors them once published, replacing a manual approval loop that ran in days with feedback in seconds. Marketing teams at banks, insurers, investment and trading platforms, credit providers and crypto exchanges run social imagery, video, email, articles, paid advertising, websites and product screens through the platform, which checks them against the firm's own policy rules alongside the regimes it has mapped, and points to precisely where content falls short rather than returning a verdict. Coverage spans more than 100 regulatory bodies across the United Kingdom, Europe, the United States and beyond. Post publication monitoring extends to affiliates, partners and finfluencers, and every review produces an audit trail.

additiv supplies an orchestration layer that sits above a financial institution's existing core systems, letting banks, insurers, asset managers and pension providers launch and scale wealth, insurance, credit and banking propositions without replacing what they already run. Data and process steps are unified into a single layer, and an open sourcing network lets an institution procure regulated third party services such as brokerage, custody, trading and fund products and distribute them under its own brand. A named artificial intelligence studio coordinates specialized agents for automation across any core system. Deployments are stated at three to six months against a twelve month industry norm. Named deployments include PostFinance, which attracted more than two billion Swiss francs in new assets, Deka, which added more than 1.3 billion euros in fifteen months through the Sparkasse network, HAYAH Insurance in the United Arab Emirates, PensExpert and NS Partners. Temenos completed its acquisition of additiv on 17 July 2026, positioning the platform as the foundation for orchestration across complex customer journeys and extending reach into the mass affluent segment.

Psympl sells psychographic AI to consumer financial services firms, including banks, credit unions, wealth managers, credit bureaus, payment platforms, receivables managers and insurers. It sorts consumers into money mindsets so marketing and frontline teams can speak to what motivates them. A national survey, the Motivation Decoder, defines the mindsets. The Motivation Auto Decoder scores consumers into them at national scale through Experian, and the Psymplifier writes copy to match. It integrates with Salesforce, HubSpot and Microsoft Dynamics. FreeStar Financial Credit Union is a named client. Psympl has a SOC 2 Type II report and a SafeBase trust center. It says it gives no consumer facing advice, makes no credit determination and makes no automated financial recommendations. It is based in New York.

V7 Go is an agentic document workflow platform from V7 Labs, sold into document heavy industries with private markets, insurance and finance among its named verticals. Its financial services proposition covers the investment lifecycle, with more than 280 prebuilt agents for due diligence, deal screening, investment memos, portfolio reporting, insurance submission ingestion, underwriting triage and know your customer extraction. Users assemble workflows visually without engineering, setting confidence thresholds and routing rules that send uncertain items to human review, and every output carries a citation to its exact location in the source document. The platform routes between models from OpenAI, Anthropic, Google and Microsoft Azure OpenAI, stores data in the European Union and offers private deployment; Star Mountain Capital is among its named customers.

Marloo is an AI assistant for financial advisors and their support staff in wealth, planning, insurance and mortgage advice. It records meetings and turns a client's history into summaries, advice documents and follow up tasks. It drafts documents such as investment policy statements and reviews, fills PDF forms and drafts emails. Ask Marloo answers questions across every client, and firms with several advisors get team permissions and compliance oversight. Pricing runs from a free notetaker tier to plans of $149 and $299 per advisor a month. Marloo runs on Anthropic and OpenAI models, with Google for some features, and stores data in Sydney, London or the United States by region. It has a SOC 2 Type II attestation. Marloo Limited is based in Auckland.

Perfios supplies the decisioning layer beneath much of Indian lending and increasingly beyond it, serving more than 1,000 banks, non bank lenders, fintechs and insurers across origination, onboarding, underwriting and monitoring from 18 locations. Its document analysis suite reads bank statements, tax filings, payslips and financial statements to produce income, cash flow and creditworthiness assessments; its verification suite covers know your customer, know your business and video checks; its fraud suite detects document tampering, deepfakes and insurance fraud; and the CAM underwriting platform adds generative and agentic tooling, stated to cut underwriting time by up to 85 percent. The platform connects directly to India's Account Aggregator framework and identity and tax infrastructure, and customers include ICICI Bank, HDFC Bank and Standard Chartered.

SAS sells a unified financial crime portfolio to banks, credit unions and other financial institutions, spanning anti money laundering transaction monitoring, payments fraud, application and identity fraud, sanctions and watchlist screening, customer risk rating, investigation workflow and regulatory reporting. The line runs on the company's own analytics platform and is positioned as a single environment for customer centric decisioning rather than separate fraud and compliance systems, with transparent and auditable models offered as the answer to supervisory expectations. It is a named and separately maintained industry business under its own executive, distinct from the company's wider horizontal analytics work.

Omnisient runs a privacy preserving data collaboration platform that lets banks, insurers and credit bureaus draw alternative data insights from retailers, telecommunications operators and other consumer businesses without either side exchanging personal information. Privacy enhancing technologies, tokenization and cryptography hold the parties apart while embedded machine learning tools build and test scoring models inside a neutral environment, so only insights move rather than data. The principal use case is credit risk scoring for consumers with no credit history or thin files, alongside fraud and financial crime work and payment media network monetization for banks.

Avantos sells AI for client onboarding and servicing at wealth, protection, retirement and banking firms. Its agents prefill and check onboarding data, open accounts and move work between teams. A knowledge graph links client data, products, service teams and workflows into one context that updates as work happens. Account opening covers KYC, signatures and custodian mapping, and a client health module flags relationship risks and upsell openings. Avantos names Mercer Advisors, Guardian, Vanguard and SEI as customers. SEI also invested, and Bessemer Venture Partners led a $35 million Series A in February 2026. Avantos states SOC 2 certification with a Secureframe trust center and is based in New York.

Artificial Labs builds algorithmic placement and underwriting software for the Lloyd's and London specialty and commercial market. The platform ingests and extracts broker submissions, triages complex risks, builds contracts and automates underwriting workflows across legacy systems, and its Smart Follow product reads slip data from the market's digital placement platform and autonomously commits follow capacity within appetite and authority parameters set by a human underwriting director. Buyers are Lloyd's managing agents and syndicates, global carriers and wholesale brokers.

CLARA Analytics sells casualty claims intelligence to insurers under the CLARAty.ai platform, applying document intelligence, predictive models and generative AI to medical notes, medical bills and legal demand packages across workers compensation, commercial auto liability and general liability. Named modules cover triage, medical provider scoring, fraud referral, subrogation identification and Medicare Secondary Payer submissions. Its models are trained on a contributory database of pooled claims outcomes contributed by its own customers. Buyers are carriers, managing general agents and underwriters, reinsurers, third party administrators and self insured organizations.

Akur8 sells actuarial software that helps insurers build, file and deploy prices faster. Pricing actuaries use its Transparent Machine Learning to build risk and demand models automatically, with every variable's effect left visible. Akur8 Pricing covers the path from market intelligence to a live rate. Discover searches public rate filings and Rate builds rate plans and filing documentation. Deploy then serves approved rates to policy systems as an external rating engine, with a Guidewire PolicyCenter accelerator on Guidewire Marketplace. Akur8 Reserving is built on Arius, bought from Milliman in 2024. Akur8 Life came with the purchase of Slope Software in March 2026 and models life, annuity and pension business. Expert actuarial agents, launched in September 2026, automate steps inside each pricing module, and an actuary approves each change before it runs. More than 350 insurers in over 40 countries use Akur8, including AXA, Generali and Munich Re. The company was founded in 2018 and is based in Paris. Its investors include One Peak, Partners Group, Guidewire and Milliman.

Elysian handles insurance claims as a licensed third party administrator and sells the AI behind that work as software. Carriers, managing general agents and self insured organizations can hand it their claims end to end, while insurers that keep their own claims teams can buy Ely Adjust, which guides adjusters on open files, or Ely Audit, which reviews handling quality across a whole book. All three run on Claim Conductor, the claims system Elysian built and uses on the files it administers, and on Ely, its specialist claims agent. The administrator was built for complex commercial lines, with adjusters who specialize in commercial auto and trucking, construction defect, general liability, management liability, miscellaneous professional liability, specialty and bodily injury, and it is designed to take any claim, personal lines included. Clients set the handling and payment approval thresholds their files run under and follow claims, reporting and analytics through an oversight portal. Intake runs through voice agents, a portal, email and telephony, with fraud identification and risk scoring on the same platform. Ely reads the whole claim file, from documents and images to audio, telematics, correspondence and financials, and applies coverage, liability, jurisdiction and venue reasoning alongside each carrier's own handling guidelines. Ely Adjust reviews every open claim daily, ranks files by risk and recommends next steps, each traced to a cited source in the file. The adjuster makes every call, and a supervisor can approve recommendations before they reach the adjuster. Ely Audit, previously called Dynamic Claim Review, scores open and closed claims across a full portfolio rather than a sample of about 2 percent, against the client's scoresheet or Elysian's, and surfaces leakage and handling patterns. Both connect to the carrier's existing claims system and can be bought separately or together. Founded in 2024 by Grace Hanson, an attorney who has served as chief claims officer at five insurers, Elysian is headquartered in New York and its adjusters are based in the United States. It reports that 95 percent of Ely's audit findings agree with carrier audit teams and that a file review that took a full day now takes eight minutes, and it maintains a SOC 2 Type II attestation.

Fenris supplies instant applicant and policyholder insight to carriers, agencies, brokers, underwriters and the platforms serving them, returning up to forty data points from a name and address in under two seconds. Its interfaces prefill applications across personal auto, home and life plus small business commercial, verify licenses and vehicle identifiers, assess property hazards and perils, and score applicants for propensity to buy and lifetime value. It draws on a proprietary repository covering more than 255 million adults, over 35 million small businesses and every United States property, with machine learning matching records and predicting behavior.

Reserv handles property and casualty claims end to end for insurers, corporate captives, managing general agents, brokers and self insured businesses, operating both as a licensed third party administrator with more than five hundred adjusters and as a claims intelligence software provider. Its platform automates handling from first notice of loss through settlement, lets each client choose how much automation to apply by claim complexity, and migrates historical and open claim files into one database in weeks rather than months.

Fintary automates insurance commission operations for brokerages, agencies, managing general agents, carriers and wealth firms. It reads carrier statements in any format, works out what each producer is owed and shows where revenue is leaking. Models extract and validate the commission data. A calculation engine handles splits, overrides, chargebacks and advances, and producers see their earnings in a white labeled portal. Fintary connects to systems such as Applied Epic, SmartOffice and Salesforce Financial Services Cloud. In a published case study, Risk & Insurance Associates cut monthly commission discrepancies from 160 to 6. Fintary covers life and annuity, health, property and casualty, and benefits. It is based in San Francisco.

Advocate Technologies automates the insurance compliance work commercial real estate lenders perform at origination and through servicing, checking that a borrower's policies meet the lender's requirements and the prescriptive terms of agency loan programs. Its World Insurance Model reads unstructured and nonuniform policy documents and resolves them into a standardized structure, which drives automated non compliance feedback, waiver generation and portfolio reporting, and also produces the pricing and coverage benchmarks it publishes from a base of 70,000 policies and $7.3 billion in premiums.

Pasito automates employee benefits work for benefits consultants, brokers, insurance carriers and employers. It turns plan documents, proposals and census files into structured data, then runs agents on the work that follows. Those agents handle data entry, document creation, client setup, proposal comparison and enrollment. An always on agent answers employees' benefits questions. Pasito shows logos including OneDigital, Lockton and Reliance Matrix and states more than 8,400 employers served. Its security page names Anthropic as its model provider under a zero data retention agreement and says each client's models use only that client's data. Prescient Assurance performed its SOC 2 Type II examination. Pasito, Inc. is based in New York.

Convr turns fragmented commercial property and casualty submissions into structured, decision ready data for carriers, managing general agents and brokers, extracting and classifying content from applications and documents, then enriching it with business footprint data, address standardization, geocoding, catastrophe codes and property hazard intelligence. Its distinguishing asset is a purpose built commercial underwriting ontology and knowledge graph that grounds every datapoint in a consistent schema, and a rating and quoting module lets an underwriter move from submission to quote without leaving the workbench.

Outmarket AI automates the document work that fills a commercial insurance brokerage, connecting into the agency management system of record and reading carrier quotes, policies, applications and loss runs to produce comparisons, coverage gap analyses, policy checks confirming that what was bound matches what was applied for, proposals and appeal packages. A commercial insurance knowledge graph supports carrier appetite matching in natural language, and the platform spans commercial, benefits, personal and specialty lines for retail brokers, managing general agents, wholesalers and carriers.

Glia sells a customer service platform with built in AI to community and regional banks, credit unions and insurers, and counts more than 700 institutions as customers. Glia Banker answers routine calls and chats, CoPilot guides human agents from approved knowledge, and Outreach runs automated calling and text campaigns. Voice, chat, video, messaging and screen sharing share one conversation, so a customer can move from the AI to a person without starting over. Glia guarantees in its contracts that its AI will not present hallucinations to customers, and it charges a fixed fee rather than per seat or minute.

Feathery automates the paperwork that moves between clients, brokers, advisers and carriers. Insurance carriers, brokers and wealth firms use it to pull data out of documents, emails and voice recordings and push it into their systems of record. A plain language assistant called Robin builds workflows, forms and integrations, which the user reviews and approves before they go live. Feathery connects to more than 150 systems, including Salesforce, Guidewire and Fidelity. Named customers include Sequoia Financial Group, The Baldwin Group and Banner Life. Feathery offers a free plan metered on monthly submissions, with custom pricing above it. It states a SOC 2 Type II examination and hosting in the United States, European Union, Canada and Australia.

Clearwater Analytics runs a cloud native investment management platform for institutional investors, unifying portfolio management, trading, investment accounting, reconciliation, regulatory reporting, performance, compliance and risk analytics in a single system supporting more than $10 trillion in assets. Its distinguishing architecture is single instance and multi tenant, meaning every client sits on one version above one validated data foundation, and generative and agentic AI are embedded across that foundation rather than sold as a separate module. The platform widened substantially through three acquisitions completed in 2025, all confirmed in the company's own securities filings. Enfusion, a listed provider of software to investment managers and hedge funds, closed in April at a value of roughly $1.5 billion and brought front office capability the company previously lacked: portfolio and order management and an investment book of record, now joined to the existing middle and back office and client reporting lines to form a front to back platform. Beacon, an enterprise risk analytics and technology infrastructure provider, closed in the same month. An asset purchase of a portfolio visualization platform built inside a large alternative asset manager closed in March and added analytics and data infrastructure for private and structured credit. The combined business is served from hubs including Boise, New York, Edinburgh and New Delhi.

Federato sells an underwriting platform for property and casualty carriers, managing general agents and mutuals that replaces the underwriter desktop while sitting on top of the existing policy administration core. It triages incoming submissions against the carrier's stated appetite, surfaces real time portfolio exposure and accumulation, drafts quotes with its reasoning shown, and executes a defined subset of clearly on strategy deals automatically under preset guardrails with underwriter audit sampling behind it.