Customer & Banking Agents

Narmi sells a digital banking platform to community banks and credit unions, founded by two people who had run a community financial institution as its chief executive and technology chief. Its Narmi One suite covers consumer and business banking, account opening, instant payments over FedNow, fraud prevention, lending and a back office for staff, with integrations to cores including Corelation Keystone, Symitar, Fiserv DNA and Jack Henry Silverlake. Account opening results are published by name: Arrowhead Credit Union raised its completion rate from 40 to about 75 percent, and FOCUS Bank went live 62 days after kickoff. Narmi AI runs inside that platform at no additional cost. Staff get an AI assistant in secure messages that summarizes, drafts and translates replies, AI built audiences for promotions, an AI search bar, and DecisionAssist, which turns identity verification data into plain language recommendations for each account opening review. Business customers can connect Claude, ChatGPT or another assistant to their accounts through a read only Model Context Protocol server. Staff facing features run on Anthropic's Claude through AWS Bedrock, and every agentic workflow waits for staff approval before it acts. Customers include First Citizens' Federal Credit Union, Grasshopper Bank, Greater Alliance Federal Credit Union, Beacon Bank, Meridian Trust Federal Credit Union and FOCUS Bank.

Candescent sells digital banking software to more than 1,300 US banks and credit unions, whose platforms serve over 30 million registered users. Based in Atlanta, it combines four businesses with long histories in the market: Digital Insight and D3 Banking Technology for online and mobile banking, Terafina for account opening, and Channel Services for branch and assisted banking. A lending and credit module adds digital applications and automated decisioning, with rules and data services guiding approvals, declines and conditions. Its AI sits in the platform's security and engagement layers. Behavioral and device signals score risk in real time and call for extra verification only when the score warrants it, and an intelligence layer turns an institution's data into next best actions and offers inside digital banking. Votiv, a conversational experience built on Google's Gemini and unveiled at Candescent's client conference in 2026, summarizes a member's finances, flags problems such as a bill the balance cannot quite cover and acts on requests. It is rolling out from the second half of 2026, with PSECU, a $10 billion credit union, its first new client. The Federal Financial Institutions Examination Council examines Candescent as a technology service provider, and a SOC 2 Type II attestation covers all of its products. Apple Bank and Fidelity Bank are recent account opening clients, and Eko's embedded investing became available on the platform in October 2026.

NETinfo sells a digital banking platform from Nicosia, Cyprus, where it has built online banking software since 2000. Banks use its omnichannel engagement hub to run retail, small business, corporate and wealth management banking across web and mobile, and the platform reaches more than 30 million end users in 25 countries. ANSA Bank runs it as a hosted service on Microsoft Azure, with digital onboarding and joint applicant workflows, and Celent featured NETinfo in its 2025 retail, small business and corporate digital banking platform reports. Its AI comes in three forms. A customer service assistant powered by Flametree works in more than 150 languages across voice, chat, email and messaging apps, resolves about half of requests on its own, from balance checks to transfers and card blocking, and hands the rest to human agents with copilot suggestions. Digital onboarding verifies identity through AI facial matching and liveness detection. CX Insights analyzes how customers use digital channels by age, gender, location and segment. Banks can run the platform on premises, in a private or public cloud, or as a service NETinfo hosts.

ebankIT sells an omnichannel digital banking platform to banks and credit unions, running web, mobile and branch channels for retail, small business and commercial customers on one stack. Founded in Porto in 2014, it licenses the platform to institutions in 13 countries and has offices in London, Atlanta, Vancouver and Berlin. In Switzerland it runs on the Finstar core used by Hypothekarbank Lenzburg and its partner banks, and in Canada it connects to Central 1's payment services for credit unions. Its AI sits in four places. An anti fraud layer reads behavioral signals, such as typing rhythm, mouse movement and navigation, and adds machine learning risk scores to catch account takeover even when the right credentials are used. Digital onboarding pairs AI validation with business rules. A Digital Concierge in the mobile app sends personal notifications and financial suggestions matched to each customer's preferences. And an AI banking assistant, unveiled at FinovateFall in September 2025 and built on Azure OpenAI GPT-4.1 and Azure AI Speech, carries out tasks such as reviewing subscriptions or freezing a card at the account holder's direction, though no institution is yet named as running it. Customers include Coast Capital, Servus Credit Union, Alterna, Home Trust, Caisse Alliance, African Bank, Hypothekarbank Lenzburg, Kuwait International Bank and Metropolitan Commercial Bank.

Tyfone sells nFinia, a digital banking platform for community banks and credit unions, with retail, business and youth banking, digital account opening and loan origination, instant payments and Skip a Pay. Its AI layer, Fathom, was unveiled with nFinia Reimagined on 26 August 2026. Account holders ask questions in plain language and get answers grounded in their institution's own content, query their accounts and spending, and move from the answer to an action such as moving money, stopping a check or pausing a card. Every money movement is pre loaded for the account holder to review and submit, so nothing moves without explicit consent. Institutions run Fathom from a command center that scores uploaded content for relevance and answer coverage before it goes live and logs every prompt and answer. iTHINK Financial, a $2.3 billion credit union, is the first customer to launch it, expected this fall. The platform also layers AI powered fraud detection, biometrics and account takeover prevention into logins and transactions, with BioCatch for account takeover and Mitek's Check Fraud Defender for check images. Tyfone bought ATTUNE on 1 September 2026, adding consumer and business account opening, deposit funding, and loan origination and servicing that also run alongside other cores and digital banking platforms. Its Instant Payment Xchange connects an institution's core to the FedNow Service. Metro Credit Union, O Bee Credit Union and Prestige Community Credit Union are among its 2026 selections. Tyfone is based in Portland, Oregon.

Alkami sells a digital sales and service platform to regional and community banks and credit unions, with 24.4 million registered users. MANTL, which Alkami bought in March 2025, opens retail accounts in a median of about five minutes and connects to 25 core systems. Digital banking serves retail, small business and commercial account holders, and a software development kit lets institutions and certified partners build their own features. Data and marketing tools use predictive models to tag account holders by likely loan adoption, deposit growth and attrition risk, and fraud tools add behavioral biometrics, anomaly detection and mule account monitoring, with BioCatch as a named partner. Alkami is listed on Nasdaq, based in Plano, Texas, and runs the platform on AWS.

ChatBeacon is a live chat, text messaging and AI agent platform from SmartMax Software, a Tulsa company that has built live chat software since 2005, when its SightMax product counted banks and credit unions among its first customers. Its 2026 AIX release adds visitor facing AI agents grounded in an institution's approved knowledge, a recall feature that answers from past resolved conversations with a confidence score and cited sources, escalation to live staff with the full conversation carried forward, and an assistant that drafts replies for staff. Cobrowse and video sit alongside. The same product is offered as a multi tenant cloud service, a single tenant dedicated cloud, or a perpetual license installed on the institution's own Windows servers and database, and full list prices are published for all three. The platform is also sold into healthcare, education, retail and other sectors, with banks, credit unions and insurers maintained as separate segments.

Cotribute sells a digital growth platform to credit unions and community banks that layers onto the core, loan origination and digital banking systems an institution already runs rather than replacing them. Its modules cover consumer and business account opening, consumer and business lending applications, fraud screening and decisioning with more than 70 configurable rules, and a back office portal with analytics. Accounts write back in real time to Jack Henry, Corelation and Fiserv cores, and account opening typically goes live in about 30 days. Since June 2025 three AI Growth Agents have run on top: one for acquisition targeting, one for cross sell during onboarding, and one that re engages single product members using credit and income data. Every agent recommendation needs staff approval before it reaches a member. A read only connector lets staff query origination data from the AI assistants they already use.

Q2 Holdings sells a digital banking platform to banks, credit unions, alternative finance companies and fintechs, covering retail, small business and commercial banking along with account opening, fraud and lending tools. More than 1,200 institutions and 28.5 million registered users run on it. Its 2026 AI products are Q2 Assistant, a staff facing assistant whose agents carry out tasks under staff approval, and Q2 Code, which builds platform extensions from plain language prompts using Anthropic's Claude Code on Amazon Bedrock. Fraud tools add account takeover detection from behavioral signals. Q2 is listed on the New York Stock Exchange, is based in Austin, Texas, and has been led by joint chief executives Matt Flake and Jonathan Price since October 2026.

Jack Henry is the third of the three companies whose core systems run most United States banking, and it is the one aimed squarely at the small end of the market. Roughly 7,400 community banks and credit unions depend on it, and the company defines that segment precisely in its annual report: its average core bank client holds $1.29 billion in assets and its average core credit union client 1.20 billion. Symitar is the dominant credit union core and SilverLake serves a large share of community banks, with the Banno digital platform above them reaching more than 15.8 million registered users across over a thousand institutions. The AI line is broad rather than concentrated in one flagship. Management reported 22 AI enabled products in market at the close of its 2026 financial year, with more than 20 further capabilities identified for release within six months. It stated publicly that strict risk management, compliance and governance frameworks would be maintained so that clients always remain in control. The most developed product is Financial Crimes Defender, a cloud native real time fraud and Bank Secrecy Act compliance platform covering checks, deposits, transfers, automated clearing house and instant payments, able to stop a transaction before it leaves the institution. It screens against sanctions and watchlists, files the required regulatory reports, and has the Federal Reserve's fraud classification model built in natively. It reached 189 completed installations by 30 June 2026 with 57 more in progress, and now includes assisted drafting of suspicious activity report narratives, which the company puts at saving at least an hour per investigation. Notably, the platform is built through a named partnership with Feedzai rather than on a proprietary engine. Separately, a collaboration with Google Cloud dating to 2022 was extended in June 2026 to build a proprietary AI security platform using that provider's agentic defense products, alongside operational use cases on its enterprise agent platform. The company is listed on Nasdaq and headquartered in Monett, Missouri.

Infosys Finacle sells core banking and digital banking software to banks of every size through EdgeVerve Systems, a product subsidiary of Infosys. Its suites cover core banking, digital engagement, corporate banking, payments, cash management, lending, wealth management and treasury, and banks can run them in a private, public or hybrid cloud or take them as software as a service. Finacle says banks across 100 countries use it to serve over a billion people. Its digital engagement suite is a Leader in Forrester's Q2 2026 Wave on digital banking engagement platforms. The AI comes in the Finacle Data and AI Suite. A data platform pipes core data into a lakehouse built on data models inspired by the Banking Industry Architecture Network. An AI platform lets technical and business users build, train, deploy and monitor their own models with pre trained components, a no code generative interface and tools that detect bias and drift. Two generative assistants are named: a knowledge assistant that answers questions from document repositories and a support assistant that drafts responses to support tickets. Generative use cases for customer engagement, lending, reporting and compliance are built with individual banks rather than sold as products. Clients include Zand, Nequi, Bancolombia, RBC Capital Markets, Arab National Bank, Bank of Sydney and Australian Military Bank. Investec chose the software as a service platform on Microsoft Azure, and Uniting Financial Services in Australia subscribes to it on AWS.

SAP Fioneer is a financial services software company headquartered in Walldorf, Germany, created in 2021 as a carve out from SAP, which remains a shareholder and strategic partner, with roughly thirteen hundred employees and more than twelve hundred banks and insurers as customers, including around eight hundred banks on its banking platform. Its products are built on SAP's technology stack and delivered largely as extensions of S/4HANA for banking, insurance and finance, covering core banking, commercial lending, insurance policy management, pensions administration, and a financial products subledger that acts as the accounting system of record for financial instruments. Named engagements published in its own case study library include Munich Re on financial and regulatory reporting, Berlin Hyp on consolidating legacy platforms, Banca Transilvania on the subledger, Banco Atlantida in Honduras, Home Trust in Canada, Sompo Insurance on moving its global core to cloud, HASI, and Fora on pension and insurance administration, each with a named executive on record, alongside a mandate from the Brandenburg state promotional bank. In commercial lending the company sells Credit Workplace, covering the loan lifecycle beyond origination, with its own assistant built on retrieval augmented generation that combines product knowledge, customer specific configuration and proprietary documentation, and cites a case study in which a European specialist bank achieved roughly twenty percent efficiency improvement across the whole loan process. The Fioneer AI Agent launched in June 2025 as a generally available add on to the S/4HANA banking, insurance and finance products, interpreting natural language prompts to trigger actions, surface insights and automate tasks, with suspense account analysis as its first use case. Its stated model architecture supports bring your own LLM strategies as well as models from SAP's own platform AI service, and it integrates with SAP's assistant and other agents including Microsoft Copilot. The company states that institutions do not need to share data externally to use it. Published lending material describes onboarding, underwriting and portfolio monitoring agents as capability the company is building rather than as shipped product.

TCS BaNCS is the banking, capital markets and insurance product platform of Tata Consultancy Services, headquartered in Mumbai and reported as serving around three hundred and seventy institutions globally. The estate covers core banking, lending, payments and an enterprise payment hub on one side, and securities services, custody, corporate actions and market infrastructure connectivity on the other, delivered as software as a service across the stack. Named engagements span several distinct buyer types: an expanded strategic alliance with J.P. Morgan's securities services business to standardize processes across more than one hundred markets, custody modernization at ABN AMRO Clearing Bank, Al Maryah Community Bank launching the United Arab Emirates' first fully digital bank, and Northern Trust piloting agents that detect missing corporate action notices in securities feeds. A custody and cash processing offering for Saudi Arabia is sold as a jurisdiction specific service supporting data residency, ISO 15022 and ISO 20022 connectivity to the local depository, and coverage of the local Sunday working week. The artificial intelligence line is BaNCS AI Compass, launched in late 2025, combining machine learning and deep learning, generative capability and pre built agents, and offering a no code agent design canvas so that institutions can assemble their own agents. Reported components include bias testing, audit logging and privacy by design. Trial figures released with the launch include securities event classification accuracy of 99.2 percent across twenty five million records, onboarding cut from forty eight hours to fifteen minutes at an unnamed mid tier retail bank, and a projected annual saving on query resolution at an unnamed regional lender. Zions Bancorporation's chief technology officer is quoted on the agent canvas and expects frontline query resolution to improve by roughly thirty percent. The parent company was named a leader in artificial intelligence and generative artificial intelligence services by Everest Group and a leader in an IDC MarketScape for worldwide artificial intelligence services, both in early 2026, and publishes practitioner material on model risk management platforms referencing the United States supervisory guidance on model risk and the United Kingdom prudential regulator's model risk principles.

Oracle Financial Services is Oracle's banking and insurance industry unit, built around the FLEXCUBE core banking platform originally developed by i flex Solutions, a business spun out of Citicorp in the early 1990s and acquired by Oracle, whose software arm remains headquartered in Mumbai. FLEXCUBE spans retail, corporate, investment, small business, Islamic banking, microfinance and specialized institutions, covering deposits, loans, payments, treasury, trade finance and risk across multiple currencies and languages. Around it sit the Financial Services Analytical Applications suite, covering asset and liability management, profitability, capital adequacy, treasury risk, credit risk management, international financial reporting standards and balance sheet planning, a dedicated model risk management product, and the Financial Crime and Compliance Management portfolio, including behavior detection, enterprise fraud management, enterprise case management, regulatory reporting, currency transaction reporting and tax information exchange, delivered on premises or on Oracle Cloud Infrastructure. Integration between the core and the analytical layer is documented publicly at schema level. The agentic line launched in stages during 2026. In February Oracle announced an agentic platform for retail banking with pre built agents for application insights, application tracking, qualitative analysis and credit decisioning, collector call summarization and call compliance checks, with bankers described as the human in the loop. In April it extended the platform to corporate banking with agents for treasury, trade finance, credit and lending, including a loan data extraction agent, and announced that it had secured rights to technology from Lucinity to bring AI agent capabilities into the financial crime portfolio through an Oracle AI Investigator platform within twelve months. Oracle states it intends to release hundreds of further agents within a year.

FIS is a Jacksonville headquartered financial technology group listed on the New York Stock Exchange, running systems that clear payments, move money and operate core banking for thousands of institutions worldwide. It reports through banking solutions, which serves global, regional and community banks, credit unions and commercial lenders, and capital market solutions, which serves asset managers, private equity firms, brokerage and trading firms, insurers and corporates, and its products are delivered at the client site, hosted in FIS data centers or private cloud, or under license. Its AI line names its suppliers. Treasury GPT, launched March 2025 inside the treasury and risk management platform, is a generative product support tool giving guidance on platform configuration and practice, built with Microsoft and running on the Azure OpenAI service. In May 2026 FIS announced a partnership with Anthropic to bring agentic capability into banking, beginning with a Financial Crimes agent built on Claude that assembles the evidence package across a bank's core systems, evaluates activity against known typologies and surfaces cases for investigator review, with investigators kept in control of every decision. BMO and Amalgamated Bank are developing the agent with FIS, and general availability is planned for the second half of 2026. In July 2026 FIS joined Project Glasswing, Anthropic's controlled access initiative for securing software that supports critical infrastructure, applying the Mythos 5 model to its own systems separately from its commercial products. FIS is examined by the agencies of the Federal Financial Institutions Examination Council as a data processing servicer to financial institutions, and publishes a security statement covering certification, data handling and its use of AI.

Finastra is a London headquartered financial services software group selling across lending and corporate banking, payments and universal banking. Loan IQ is its commercial loan servicing platform, used by twenty one of the top twenty five syndicated lenders and reported to process roughly seventy percent of global syndicated loan volume, with nine of the top ten global agent banks on it. It covers syndicated, bilateral, small business, commercial real estate, small business administration and export finance lending on one platform, and is used by banks, third party asset servicers and private credit lenders. Around it sit Trade Innovation for trade and supply chain finance, LaserPro for loan documentation, and Mortgagebot for mortgage origination and borrower engagement. LaserPro has served community, regional and national institutions since 1986 and reports more than three thousand of them. The wider estate includes Corporate Channels, the Essence universal banking core, the Global PAYplus payments hub, Payments To Go and financial messaging. Loan IQ Nexus is a separate market integration layer built to connect internal and external market platforms. The company addresses nine named institution segments spanning community banks, credit unions, small business banks, mid tier and high tier financial institutions, corporate and commercial banks, non bank financial institutions, corporates and fintechs. It also runs a partner application marketplace. The AI line is a set of separately named assistive products rather than a single platform. Assist.AI is a conversational interface for trade finance and corporate banking. DataAssist.AI delivers insight, predictive analytics and risk intelligence through natural language query and voice. Academy.AI provides generative role based training for Loan IQ and Trade Innovation. Alongside them sit a LaserPro cloud assistant, document translation, and automated trade document classification and validation. AI assisted deal ingestion for Loan IQ comes through a partnership with Marketnode announced in April 2026, whose large language model based document automation extracts credit agreement terms into the Loan IQ Nexus Build module. The company employs a named chief AI officer.

Kiya.ai, which trades as KiyaAI and whose legal entity remains Infrasoft Technologies, is a Mumbai based banking software and services group stating that it serves more than 450 financial institutions across more than 55 countries, selling to banks, cooperative and rural banks, microfinance institutions, Islamic banks, neobanks, fintechs and governments. The estate is organized in product lines for core banking, regulatory technology, omnichannel banking, payments, open finance and agentic AI. Digital core banking covers a cloud native core, a hosted core, digital lending management, microfinance and Islamic banking. Universal RegTech covers anti money laundering and anti fraud surveillance, governance risk and compliance, environmental and social reporting, data protection and operational resilience tooling, and a deep regulatory reporting bench spanning alternative investment fund reporting, tax information exchange, central credit register submissions, Spanish market regulator filings, country by country reporting, cross border arrangement reporting and structured business reporting. The channel line covers internet, mobile, tablet, wallet and kiosk banking, an instant payments switch for India's unified payments interface, customer onboarding, contact management, a conversational interface and Kiyaverse, a banking metaverse used by Punjab National Bank for a virtual branch. Open finance is delivered through a developer gateway with published support for the authorization protocols and for onboarding and managing account information providers, payment initiation providers and other third parties. Digital engineering services cover robotic process automation, cognitive analytics, big data, immersive interfaces, testing and application modernization. Named engagements include Jordan Ahli Bank, Punjab National Bank, Bank of Maharashtra, Kerala State Cooperative Bank, Agribusiness Rural Bank, Philtrust Bank in the Philippines and Merchant Finance in Fiji. The company holds ISO 9001:2015 and ISO 27001:2022 and is appraised at CMMI Level 5.

SBS, formerly Sopra Banking Software, is a French banking and lending software group serving more than fifteen hundred financial institutions and large scale lenders across eighty countries with roughly two thousand eight hundred staff in fifty offices. It is part of 74Software alongside Axway and dates its banking heritage to more than fifty years. The composable product estate spans core banking, digital engagement, payments, cards, deposits, open banking and regulatory reporting on the banking side, and core lending, asset finance, wholesale dealer floorplan financing, portfolio management, digital asset audit and asset finance pricing on the lending side, delivered as software as a service on Amazon Web Services with data held in European Union data centers, through a managed service variant, or on premises under a maintenance contract, with a published security management plan and data processing addendum for each shape. Named institutions include Santander, Societe Generale, BNP Paribas, Groupe BPCE, Credit Agricole, La Banque Postale, HSBC, Attijariwafa Bank, Nationwide, KCB Bank, BGFI Bank Group, Kensington Mortgages, Bank11, NextGear Capital, Mercedes Benz and Toyota Financial Services. The learned layer is presented as a shared data and artificial intelligence platform underneath every product. Shipped capability includes machine learning financial crime management covering sanctions screening and anti money laundering checks, artificial intelligence supported risk assessment and scoring inside loan origination, and collection strategies with automated prioritization inside the lending lifecycle. In July 2026 the company announced SBS AI Foundation, a generative layer built on its data platform delivering customer engagement intelligence for relationship managers and an assistant for service, compliance and operations staff, which SBS says can run on public cloud, private cloud or on premises; availability is limited to selected clients with broader rollout planned for early 2027.

Pennant Technologies is an Indian lending technology company selling pennApps Lending Factory, a composable end to end loan lifecycle platform covering origination, loan management, servicing and debt collections, to banks, non banking financial companies, housing finance companies and digital banks. It reports more than twenty years serving the sector, over sixty global banking and financial institution customers, more than seven hundred staff and over one hundred and thirty five million loan transactions a year running through its systems. The customer base is concentrated in India and the Gulf, with a logo wall naming HDFC, Kotak, Bajaj Finance, Bajaj Finserv, LIC Housing Finance, Mahindra Finance, Piramal Finance, Godrej Capital, Credit Saison, Cars24 and Groww alongside Emirates NBD, Qatar National Bank, National Bank of Kuwait, Rakbank, Ajman Bank, Al Baraka, Dukhan Bank, Masraf Al Rayan and Khaleeji Commercial Bank, and expansion into Australia and New Zealand is running through partnerships with DigiZoo and Fusion. The platform is BPMN 2.0 compliant, carries its own accounting engine, is offered on cloud, on premises and hybrid including on IBM LinuxONE Emperor 4, and supports a wide product range from personal, gold, education and consumer loans through supply chain finance, co lending, structured finance, asset finance and credit lines on UPI. The learned layer is pennApps Agentic AI Studio, launched May 2026 and positioned explicitly as an extension of the existing platform rather than a replacement for it, deploying agents across onboarding and know your customer verification, underwriting support, servicing and collections, with voice agents for borrower interaction and integration to loan origination, loan management, core banking, customer relationship management, bureau and central know your customer registry systems. A second product, pennApps Studio, offers low code, no code and pro code product configuration. The company holds SOC 2 Type 2 and ISO 27001 certifications, was named a leader in Chartis Credit Lending Operations, appears in Gartner reports on artificial intelligence in lending and credit risk and in the 2025 Gartner market guide for commercial loan origination solutions, and was placed in the Deloitte Technology Fast 50 India 2024.

C&R Software is the collections and recovery technology company behind Debt Manager, an enterprise system of record covering the whole delinquency lifecycle, sold to banks, credit unions, alternative lenders and fintechs alongside telecom operators, utilities, debt buyers and collection agencies in more than sixty countries. Its lineage runs through three owners: CR Software was established in 1984, Fair Isaac acquired it in 2012 and folded it into its collections and recovery line, and in 2021 Constellation Software's Jonas Software operating group bought that entire business, including Debt Manager, Platinum, the Recovery Management System, Placement Optimizer, PlacementsPlus and the Agency Management Network, establishing C&R Software as an independent company under the existing management team. The platform spans pre delinquency intervention, early and late stage collections, recovery, agency placement, legal action, bankruptcy and post charge off work across more than six hundred and fifty debt types, and the company states it is in use at five of the ten largest United Kingdom banks with more than two hundred and eighty organizations on the hosted service. The analytical layer comprises FitLogic, a decision engine that lets a collections team build and deploy its own machine learning models inside the collections environment with champion and challenger testing, an agentic framework built on Amazon Bedrock, a customer facing chatbot, and FitAgent, an operator interface that reconfigures itself according to customer situation, account status and applicable regulatory requirements. A hardship feature routes customers to a directory of more than twenty five thousand vetted financial support resources. The hosted service runs in the company's own cloud on Amazon infrastructure with a multi region design, continuous backup and disaster recovery, and is documented against PCI DSS Level 1, a SOC Type II report and ISO 27001:2022.

ICE Mortgage Technology is the United States mortgage division of Intercontinental Exchange, assembled from Ellie Mae, Simplifile, Mortgage Electronic Registration Systems (MERS) and the $11.7 billion acquisition of Black Knight in September 2023, and reporting roughly $2 billion of revenue in 2024. It spans the whole loan lifecycle: Encompass for origination, MSP for servicing, Optimal Blue for product pricing and eligibility, Simplifile for recording and settlement, the McDash performance database, property records covering more than 160 million historical entries, and the Rapid Analytics Platform, a cloud analytics environment supporting Python, R, SQL and Scala with prebuilt dashboards. Much of the company's recent work has been connecting origination and servicing so a file produced in Encompass moves into MSP without rework. At its March 2026 user conference it unveiled artificial intelligence voice and chat agents for mortgage servicing, which are still being tested, and it has published a training data disclosure for the pilot chatbot and interactive voice assistant describing internally created test data with no personal information. The customer service voice agent is integrated with MSP, answers homeowner questions on escrow, private mortgage insurance and servicing transfers, assists with making payments and managing autopay enrollment, handles many interactions simultaneously and transfers complex cases to a human representative with the loan details and context attached. A chat agent embedded in the homeowner servicing portal retrieves documents, explains loan details and helps borrowers explore rate and term and cash out refinance options. Alongside them the company released more than a dozen exception based servicing automation agents built in its business intelligence platform. ICE Aurora embeds these agents in origination and servicing workflows, and in servicing, cash movement, escrow disbursement and investor remittance remain actions a person authorizes. It runs a standing trust portal publishing dated SOC reports for individual product lines with bridge letters, and maintains separate published privacy policies for its constituent businesses.

EVE.calls runs conversational voice agents that handle high volume outbound and inbound calling for regulated industries, and sells a separately named Debt Collection AI Agent to lenders and collection operations alongside its banking, healthcare, government and retail lines. The collections product opens early stage payment reminders, works mid and late stage follow up, retries debtors who have stopped answering or changed numbers by varying call timing, confirms payment dates and answers routine questions, and hands uncommon situations to a human collector through an integration with the client's existing call center software so the agent picks up mid conversation. Scripts and call settings are configured to the applicable rules, stated as covering the Fair Debt Collection Practices Act, the Telephone Consumer Protection Act and the General Data Protection Regulation, and every call is logged. Founded in 2016 by Alex Skrypka and recorded by an analyst database as headquartered in Boston, with further offices in the United Kingdom and Ukraine, the company states it has automated more than 300 million calls across nine countries for over 70 enterprises and 200 small and mid sized businesses, with capacity of ten thousand calls an hour and a 99.95 percent uptime service level. Named customers include Ukrgasbank, a top three Ukrainian bank that is 95 percent state owned, and CreditKasa, a consumer lender, alongside non financial references including OLX Ukraine and KFC. The speech stack is proprietary, using neural noise separation to distinguish the caller from background sound, and the company publicly argues against building phone agents on general purpose chat models, offering instead to adapt pre trained language models to a customer's own data. It is accelerator backed rather than venture funded and publishes no security certification, no model documentation and no pricing.

Domu AI runs generative AI agents that conduct financial servicing conversations across voice, SMS and email for banks, fintechs, buy now pay later providers, insurers, loan servicers and business process outsourcers, covering loan servicing, collections, recovery and customer operations. A behavioral intelligence layer decides which account to contact, when and on which channel, and adapts the approach during the conversation rather than running a fixed schedule. Founded in 2024 by Nick Diaz and Camila Zancanella, it went through Y Combinator in the summer 2024 batch, employs roughly fifty people in San Francisco and has raised a $25 million Series A led by Standard Capital. It names Nu, DigniFi and Alorica as customers and states it works with eight of the twenty largest banks and insurance companies in the Americas. Its oversight design is explicit and split across three named modules at three points in the lifecycle. Before the agent speaks to anyone, Alex stress tests conversation flows against Fair Debt Collection Practices Act and Telephone Consumer Protection Act boundaries in a synthetic environment and restricts it to an approved repository of data. Taylor keeps the live conversation on script with adaptive tone control. After deployment, Jordan audits live conversations against unfair, deceptive or abusive acts and practices standards and state specific collection law, flagging policy drift and producing evidence for examiners. Every supported conversation is monitored, required disclosures are delivered automatically and consent state is tracked in real time, with conversations routed to a human supervisor when they move beyond preset parameters and human sign off required on high stakes decisions. Published outcomes include a three percent liquidation improvement at SBS Insurance within two months, $1 million recovered for Skandia, a forty percent lift in right party contact rate at BNP Paribas and a forty six percent reduction in cost per account resolved. It states it holds SOC 2 Type II and PCI, and is an integration led platform requiring core banking connectivity rather than a plug and play voice bot.

InDebted is an Australian founded digital first collections agency that recovers delinquent consumer accounts on behalf of creditors across the United States, United Kingdom, Australia, New Zealand and other markets. Creditors place accounts rather than licensing software, and machine learning then runs the recovery: models predict when a consumer is most likely to act, select which message to send, and use every interaction to shape the next one, across email, short message and chat, with an AI Collector handling inbound queries conversationally. Headcount is deliberately minimal, and a human customer experience team is reserved for escalations and for customers identified as vulnerable. The company states that regulatory compliance is built into the product code with a multi layered line of defense covering collections and consumer protection law in each market it operates in, and that its infrastructure is ISO certified and SOC 2 and PCI compliant. Published performance claims include outperforming traditional collections by up to 40 percent, a substantial share of inbound requests resolving through conversational AI in some markets, and improved conversion from machine written messages, all of which are company reported. Because it is engaged as the collector rather than as a supplier of software, it is itself the regulated party in each jurisdiction where it operates.

Vodex runs generative AI voice agents for debt collection and payment outreach, built specifically around the recovery lifecycle rather than treating collections as one use case among many. Its agents handle payment reminders, overdue follow ups, failed payment chases and payment plan negotiation, verify debtor identity before proceeding, detect voicemail and adapt call flow, and warm transfer to a human collector when a call becomes complex rather than dropping into a scripted loop. Stated capacity runs from ten thousand to more than five hundred thousand calls a day, and the platform integrates with customer relationship systems, skip tracing tools and payment gateways. It publishes a pricing page. That page discloses a free tier of ten calling minutes with no card required, and states that price is driven by call volume, use case and integration requirements. A setup cost may apply, and billing is for connected calls only. Compliance positioning is built on United States collection rules including the Fair Debt Collection Practices Act (FDCPA) and the Telephone Consumer Protection Act (TCPA), and the company holds AICPA SOC 2 and ISO 27001. Headquartered in Bengaluru and expanding into North America through collection agencies and business process outsourcers, it was founded by chief executive Anshul Shrivastava and chief technology officer Kumar Saurav, and reported reaching $1 million of annual recurring revenue in its first year.

Prodigal builds agentic AI for consumer loan servicing and debt collection, running on the Prodigal Intelligence Engine, an internal platform the company states is trained on half a billion consumer finance interactions and used to carry context across its applications. The suite spans proAgent, an autonomous voice agent, proCollect for omnichannel engagement, proAssist as a real time agent copilot, proNotes for automated call documentation, proInsight for conversation analytics and compliance quality assurance, proPay as a payment portal, and scoreGenie and trainGenie for agentic quality assurance and training workflows. The company describes embedding compliance by programmatically encoding each customer's own regulatory requirements into guardrails that govern all operations. It serves more than 100 financial companies across North America spanning collection agencies, direct lenders, credit unions, auto finance and healthcare revenue cycle providers, and states that nearly one in five United States borrowers has engaged with its systems. Published results include up to 27 percent more digital engagement, 16 percent more payments and 30 percent greater agent effectiveness, with more than 15 million loan accounts analyzed. The listed auto lender Consumer Portfolio Services announced its selection of Prodigal for collections and servicing through its own investor relations channel. Founded in 2018 in Mountain View, California by Shantanu Gangal and Sangram Raje, it has raised $14 million from Y Combinator, Accel and Menlo Ventures.

Skit.ai sells AI agents that run consumer debt collection conversations for lenders, banks, collection agencies, debt buyers and collection law firms in the United States, and it also serves banks and other enterprises in India. Its Collection Intelligence platform decides which account to contact, when, on which channel and in what tone. A team of agents then does the work by voice, SMS, email and chat. The Collector negotiates and captures promises to pay. The Scrubber screens accounts against do not call, bankruptcy, statute of limitations and litigator lists before any contact. The Auditor checks every outbound message against the FDCPA, the TCPA, Regulation F and state rules before it reaches a consumer. Disputes, hardship and distress go to a human specialist, and each customer sets how far the AI may act on its own. Named customers include SameDay Auto Finance, Day Knight & Associates, UOwn Leasing and Southwest Recovery Services. Skit.ai names SOC 2 Type II, ISO 27001 and PCI DSS 4.0 and publishes a subprocessor list. Its integrations page names the language model, speech and telephony providers it works with. No price is published, and every engagement opens with a 30 to 60 day pilot on the customer's own accounts. The company was founded in 2016 and was once called Vernacular.ai. It is headquartered in New York, with teams in Mumbai and Bengaluru.

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.

Kore.ai builds an enterprise agent platform, rebuilt in May 2026 as Artemis, on which organizations design, deploy, govern and optimize AI agents, and it ships AI for Banking as a prebuilt application on top of that platform for banks and credit unions. The banking application carries banking specific intents, workflows and compliance controls out of the box, covering retail, commercial and wealth management across account support, card servicing, fraud resolution and loan servicing, and reaches customers through more than 40 voice and digital channels including web, mobile, interactive voice response, messaging and live agent handover. More than 300 integrations connect agents to core banking systems, payment platforms, customer relationship management, risk engines and data warehouses. The platform is separately sold into healthcare, retail, information technology and human resources, and its banking line is distributed through Microsoft, running on Azure AI Foundry alongside Dynamics 365 Contact Center and Teams.

Eltropy runs a unified conversations platform for community financial institutions, carrying text, voice, video, chat, co-browsing and automation across the full member lifecycle from marketing and lending through servicing, collections and branch operations, with more than 50 native integrations into core banking, lending, collections, account opening, customer relationship and contact center systems. More than 750 credit unions and community banks across North America run on it. In March 2026 the company launched an agentic platform it positions as the first built specifically for credit unions, providing an environment in which agents are created, governed, integrated and deployed inside stated operational and compliance guardrails, with visibility into what an agent did, why it did it, what data it used and how it reached its decision, and role based control over which employees can access and direct agents. In July 2026 it opened that platform to third party fintechs through an early access program, building a governed marketplace where certified partner agents are distributed across the installed base alongside Eltropy's own.

Oz Forensics builds facial biometric liveness detection and face matching software sold to banks, fintechs, identity verification vendors, telecommunications operators, gaming operators and government agencies in more than 30 countries. Founded in 2017 and headquartered in Dubai, it was acquired in September 2024 by Unico, a Brazilian digital identity company, and continues to ship under its own name. Oz Liveness establishes that a real person is present and defends against presentation attacks, injection attacks, deepfakes and three dimensional masks; Oz Biometry performs one to one verification and one to many identification; document character recognition sits alongside. It sells a hosted service, on premises licenses, an Instant API that stores no data, and listings on the AWS and Huawei cloud marketplaces, and reports more than 3 million authentications a day. External validation includes presentation attack detection testing at levels 1, 2 and 3 by iBeta and BixeLab, injection attack detection testing by BixeLab against CEN/TS 18099, and NIST face recognition evaluation of its matching model. Its trust center publishes the laboratory reports, ISO/IEC 27001:2022 and SOC 2 Type 2 credentials and a subprocessor list. Named customers include Alvos, Caina and Unico.

Crealogix has built digital banking software in Zurich since 1996, starting with Switzerland's first online banking service for Credit Suisse. Banks, private banks, wealth managers and development banks run client portals, mobile apps and adviser tools on its Digital Hub, a cloud platform that sits above their core systems. The company has grown to more than 380 digital experts. Crealogix Conversational AI is its AI product: a chat and voice assistant for bank customers that works in more than 15 languages, Arabic among them, and learns from the conversations it handles. The other products are a funding portal for development banks, a lending origination hub and a server for the Electronic Banking Internet Communication Standard (EBICS), the European standard for exchanging payment files between banks and their business clients. Customers include LGT, Killik & Co, St. Galler Kantonalbank, Deutsche Kreditbank, Raisin, Helaba and seven German development banks, among them WIBank. Vencora, an operating group of Constellation Software, bought Crealogix in February 2024 and took it off the SIX Swiss Exchange that November. It runs as its own brand under interim chief executive Sue Sampson Laws.

Wealth Dynamix is a London client lifecycle management specialist founded in 2012, selling to private banks, wealth managers and asset managers from offices in the United Kingdom, France, Switzerland and Singapore. It ships two products: WDX1, an enterprise platform built on Microsoft Dynamics 365 and Azure for large private banks and the wealth divisions of global institutions, and CLMi, a cloud service for mid size discretionary fund and investment managers. WDX1 covers prospect engagement, digital onboarding with know your customer and compliance checks, and ongoing client servicing, deployable standalone or combined and on premises or in the cloud, and integrates with more than 40 external systems including DocuSign, Unblu and LSEG. Its AI features include a persona builder, prospect to adviser matching, predictive analytics, sentiment analysis and automated risk screening. Wealth Dynamix names clients including Rothschild, Charles Stanley, Mirabaud and CA Indosuez, states more than $750 billion of client assets on the platform, and names ISO 27001 and SOC 2 credentials. It is wholly owned by CA Indosuez, the wealth arm of Crédit Agricole, which is also its largest client.

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.

FNZ runs an end to end wealth management platform for banks, wealth managers, insurers and asset managers, combining technology with investment operations inside regulated firms of its own. Clients use it for advice, onboarding, portfolio management, custody, trading and reporting, and FNZ says it carries over US$2.5 trillion in assets for nearly 30 million people. Santander, Vanguard, Aviva and Colonial First State are among the named clients. Its AI sits in a data platform and an adviser suite. The Aggregated Data Warehouse combines anonymized data from all clients and underpins FNZ's AI powered productivity suite, which includes Advice AI for personalized client interaction. A five year partnership with Microsoft, announced on July 28, 2025, puts Azure AI Foundry and Azure OpenAI models at the center of the platform and Microsoft Fabric under its analytics. FNZ's investors include La Caisse, Generation Investment Management, the Canada Pension Plan Investment Board, Motive Partners and Temasek.

Objectway is a Milan headquartered wealth, banking and asset management software provider founded in 1990 by Luigi Marciano, serving more than 200 wealth managers, banks, asset managers, fund managers, insurers and outsourcers across more than 15 countries. It reports over 800 professionals working from Italy, the United Kingdom, Belgium, Germany, Switzerland and Ireland, support for roughly 100,000 investment professionals managing more than one trillion pounds in assets, and consolidated revenue above 100 million euros. The Objectway Platform runs front to back office in one component based architecture with open interfaces, delivered as software as a service or as fully outsourced business process operations, including from its own private cloud data centers. Its model layer is embedded in the advisory process rather than sold as a separate product, with named engines including an intelligent optimizer that generates a suitable and appropriate investment proposal in one step against a client's knowledge, experience, horizon, objectives and constraints, alongside automated recommendations and next best action across the offering. The private equity firm Cinven has invested in the company, and in July 2026 Objectway entered exclusive negotiations to acquire the French capital markets software specialist SLIB from BNP Paribas and Natixis, with completion expected by the end of 2026. Named clients include novobanco, Credem, KBC Securities Services and Kinsted Wealth.

Temenos sells core banking, digital banking, payments, wealth and financial crime software to more than 950 banks, which run it on premises, in their own cloud or as software as a service on the Temenos Banking Cloud. Founded in 1993 and listed on the SIX Swiss Exchange, it is headquartered in Geneva. Its AI sits inside those products. The Financial Crime Mitigation (FCM) AI Agent evaluates low risk sanctions screening alerts automatically and explains each decision in plain language, Copilot for Core helps staff serve customers, Copilot for Workbench writes code extensions that experts approve, and AI Studio lets a bank build, validate, deploy and monitor its own models, with ready model families for retail credit scoring, wealth next best product and sanctions screening. Hamilton Reserve Bank moved to fully digital onboarding on Temenos Digital, cutting account opening from five days to 20 minutes.

Avaloq sells a front to back banking platform to private banks, wealth managers, investment managers, and retail and digital banks. One system runs client management, portfolio and investment management, trading, payments, lending and digital channels, delivered as cloud software as a service or installed on premises. More than 170 clients in 35 countries run on it, with USD 5.1 trillion of assets on Avaloq software. Avaloq also runs the back office for clients through its Banking Operations service, from six service centers in four countries, and that is where its main shipped AI sits: a corporate actions agent that reads SWIFT messages and long prospectuses, turns them into structured data for the core system and helps prepare client notifications in several languages. A prebuilt integration with Aladdin Wealth by BlackRock and an ecosystem of more than 200 vetted fintechs extend the platform. Founded in Zurich in 1985 as BZ Informatik, an IT subsidiary of BZ Bank, Avaloq has been part of Japan's NEC Group since 2020 and is led by group chief executive Martin Greweldinger. Clients include LGT, RBC Wealth Management, BT Panorama and Emirates Investment Bank.

InvestCloud is a wealth technology platform founded in 2010, covering front, middle and back office for wealth managers, asset managers, banks and advisers, majority owned by Motive Partners and Clearlake Capital since a 2021 recapitalization and led by chairman and chief executive Jeff Yabuki. Its products include APL, a managed account engine running across millions of accounts and trillions in assets, the PM+ and Altic private markets products, an adviser and client engagement suite and a wealth data platform with a unified data model. Its first model based products shipped in August 2025: Intelligent Screening, which automates client onboarding due diligence and ongoing risk monitoring on technology from smartKYC, and Intelligent Meeting, which automates meeting preparation, note taking and follow up on technology from Zocks. A May 2026 partnership integrates InvestCloud's Advisor Workspace and Client Experience capabilities, including agentic features, with FIS core wealth platforms through FIS Code Connect. InvestCloud names clients including Wells Fargo and Singlife and states that its clients represent more than 40 percent of global assets.

Backbase sells an engagement platform that sits above a bank's existing core, payments, cards, risk and customer relationship systems rather than replacing them. In April 2026 it relaunched the platform as an AI native Banking OS with four layers: Nexus, a shared record of every customer, account, product and case; an orchestration layer for journeys, cases and agent workflows; Sentinel, an authority layer that checks every action by a customer, employee or agent against bank policy before it runs; and an intelligence layer that learns from resolved cases and human overrides. Kasisto's agentic platform joined in June 2026, and Conversational Banking, generally available since October 2026, lets customers ask in chat or voice to block a card, check a payment or move a service request, with agents acting inside the bank's permissions and handing exceptions to staff. Banks can run the platform on premises, in their own cloud or on Backbase's managed hosting on Microsoft Azure. More than 120 banks use it, including Navy Federal Credit Union and I&M Bank. Backbase is led by its founder, Jouk Pleiter, with headquarters in Amsterdam and Atlanta.

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.

Otomo sells what it calls self driving finance as a service to retail financial institutions, credit unions, fintechs and consumer brands, embedding an automated money management experience inside the institution's own app through a software development kit, an interface and modules for mobile and web, or delivering it white labeled. The consumer sets financial outcomes such as building a rainy day fund, saving for a first home or paying down debt, and the platform then acts on income as it arrives according to those rules, while a curated feed anticipates what the person is likely to want next and an ongoing balance tells them what is safe to spend. Alongside the automation it presents offers and discounts from third parties, which is how the institution earns a share of non interest income from the arrangement. The company began as a direct to consumer application and moved to selling through institutions after interest from that side, and its stated positioning is that a bank should anticipate a member's needs the way a streaming service anticipates taste rather than pushing products at them.

FinGoal sells transaction data enrichment and personalization tools to banks, credit unions and fintechs in the United States. It cleans and categorizes account holders' transactions and tags them with behavioral personas using private AI models. It then turns that data into next best action offers and campaign audiences for the institution's marketing team. Its Insights API handles enrichment and tagging, and its Link Money API provides account aggregation and verification across more than 17,000 financial institutions, both with public developer documentation. Its case studies involve partners such as Yodlee and Prisma Campaigns, and FinGoal says it has a SOC 2 Type II certification. Named customers include Alltru Credit Union, which converted 1,000 targeted members into nearly 200 new accounts, as well as Credit Union of Colorado, Mauch Chunk Trust and Neighborhood Trust Financial Partners.

Incandor builds behavioral intelligence infrastructure for banks, fintechs, neobanks and digital banks, on the argument that institutions verify identity at account creation but have no continuous signal for who is actually operating an account afterwards, while identity itself has become a commodity attackers buy in bulk. It constructs a behavioral map of every user from physical interaction signals including mouse dynamics, keystroke timing, scroll patterns and how a phone is held, requiring no fraud labels or historical data, so detection works from the first session. Each individual forms a unique cluster regardless of which account they use, which surfaces account takeovers, mule handoffs, shared operators and coordinated rings, and supports bot detection and identification of sessions under stress or coercion. Rather than returning a risk score, it exposes the map as a programmable interface so a fraud team combines behavioral signals with its own transaction and customer data. It collects only behavioral signals, not what users type, read or view.

GiniMachine is a no-code credit scoring platform that builds, validates and deploys machine learning risk models from a lender's own historical loan performance data in seconds to minutes, aimed squarely at institutions with no data science team. Built by a fintech product company and integrated with its lending suite, it uses decision tree methods with automated model construction, monitors its own models, and is positioned explicitly against black-box tools as a transparent web application with interface access. It scores applications using alternative data including rental and utility payments, asset ownership and public records to reach thin-file borrowers, lets the lender set its own cut-off and risk tolerance, and extends to collections by prioritizing debtors likely to repay and suggesting the most effective contact method. Coverage spans online, commercial, point-of-sale, auto and card lending alongside small business finance, factoring and leasing.

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.

Kompato AI runs generative voice agents for debt collection, serving first party lenders recovering accounts before charge off and debt buyers pursuing recovery after charge off. Named agents conduct unscripted outbound calls with payment plan negotiation. The platform analyzes debtor portfolios, predicts payment behavior, scores accounts by repayment likelihood and selects channel and timing per debtor across voice, SMS, email and digital. It reports resolving 96.4 percent of queries with 3.6 percent escalated to human agents, and scaling from ten thousand to over a million accounts in 45 days. Its central design claim is compliance as code, embedding Fair Debt Collection Practices Act (FDCPA), Telephone Consumer Protection Act (TCPA) and Regulation F rules, including contact frequency limits, directly into communication workflows rather than relying on agent training. It is a licensed collection agency operating on an outcome based fee model, and holds three security certifications.

Parlay sells an agentic intake and pre vetting layer for small business lending to community banks, credit unions and community development financial institutions. Borrowers and brokers submit through one guided portal, and Parlay's agents collect documents, check the data as it arrives and screen each deal against the lender's credit box, then pass qualified deals into the lender's loan origination system. It handles SBA 7(a), SBA Express and conventional small business loans, sits in front of the origination system rather than replacing it, and takes about three months to go live. A lender reviews and approves every deal before it moves downstream, and each agent action is logged for examiners. Pathway Lending, using Parlay with Mastercard Open Finance cash flow data, cut processing time from more than 14 days to two and tripled the applications it handles, and First Internet Bank halved its manual SBA intake work. nCino has partnered with Parlay for SBA lending.

Shiboleth automates consumer lending compliance for banks, fintechs and non-bank lenders, and serves as a monitoring layer for banks overseeing their fintech partnerships. It audits customer conversations to catch violations, and automates complaint management, call monitoring, issue tracking and marketing material review, drafting first versions of regulatory reports so compliance teams finish rather than start them. The company reports automating 90 percent of back-office compliance tasks. It maintains a database of public reviews, consumer regulator complaints and enforcement actions as a signal source. Its design principle is that the platform provides access to true source materials and enables human oversight at every step so final decisions stay with the compliance team, and its founders describe the aim as making compliance transparent, explainable and audit-ready from day one.

Sei builds AI agents for customer experience and compliance teams at banks, mortgage lenders and servicers, credit unions and fintechs, handling interactions across voice, chat and email and monitoring them for regulatory issues. Browser agents complete entire workflows inside existing systems, collecting payments, changing due dates and updating case records, while workflow triggers alert on customer vulnerability and disputes. A marketing compliance agent, distributed through a governance platform for banks and fintechs, reviews content before publication and detects issues across text, images, audio and video in several languages, with contextual understanding intended to surface only material findings. It publishes more than twenty named integrations across mortgage servicing, loan origination, CRM, payments, collections, insurance administration and compliance data systems, on the stated view that compliance monitoring without those connections is an island.

Personetics sells an AI platform that turns bank transaction data into personalized guidance for customers and insight for bankers. Its Cognitive Engine enriches transactions and reads spending, cash flow, goals and financial relationships. Engage Suite puts insights, trackers and savings journeys into digital banking. Banking Console, launched in September 2026, gives relationship managers a daily ranked list of customers inside Salesforce. Bank teams build their own insights without code. The platform reaches 150 million banking customers a month at hundreds of banks in more than 30 markets. Named banks include BMO, Scotiabank, Huntington, KeyBank, Akbank and UOB. BMO opened more than 20,000 new deposit accounts in the first quarter after launch. Since June 2026 it has been embedded in Fiserv Experience Digital, where every bank and credit union gets the Essentials tier at no cost. It also ships on Q2, with Plaid and Atomic as partners. The SaaS runs on Microsoft Azure, with a private environment for each bank.

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.

Clinc builds conversational AI for banks and credit unions, founded by University of Michigan AI and systems research professors and deployed at a top-five US bank, embedded inside a major core banking provider's virtual assistant product, and running as the customer assistant at Turkey's largest private bank. Its architecture is explicitly a compound AI system rather than a single large model, orchestrated through a proprietary state graph that combines traditional language models, generative models and external tools, and is described by a partner as rather than relying on rigid scripts or keyword matching so it handles the messiness of real speech. It understands conversational context well enough to accept mid-conversation corrections, updating a scheduled payment when a customer revises the amount, and integrates with front and back office systems for balance inquiries, transfers and bill payment.

Monumint builds voice and conversational agents for banks, credit unions and lenders, running one agent with persistent context across the full customer lifecycle from account opening and loan origination through servicing to collections, and across email, SMS and voice rather than per channel. Agents follow business rules, access customer data and take action inside the institution's own systems, with every action logged and every conversation carrying an audit trail. Its argument is that around 9,000 US banks and credit unions built their businesses on relationship banking but cannot deliver it at scale, while deposits migrate to platforms that are simply easier to use, and that only 60 percent of customer interactions arrive during business hours. It has handled more than 5 million customer interactions and reports customers increasing operational capacity fourfold.

Casca sells AI native loan origination for small business and SBA lending to community banks, regional banks, SBA lenders and non bank lenders. Its agents run the front of the process: an online application a borrower can finish in under five minutes, an AI loan assistant that answers applicants around the clock and collects documents, analysis of tax returns, bank statements and rent rolls, more than 40 know your business checks, automatic credit, bankruptcy and lien pulls, and SBA eligibility checks with direct submission through E-Tran. Casca says it cuts manual origination effort by 90%. Live Oak Bank runs Live Oak Express, its program for SBA loans up to $350,000, on a platform it describes as co built with Casca, and reported a record $82 million of Express originations in the second quarter of 2026. Huntington and Celtic Bank are also customers. Casca is the platform, not the lender, and the bank's own rules and people make the credit decision.

MQube builds Origo, an AI mortgage origination platform that automates document analysis, affordability assessment and underwriting for UK lenders and brokers, covering residential, buy to let, portfolio lending and product switching. It proved the technology by operating its own regulated lender, MPowered Mortgages, which delivers decisions to more than 97 percent of customers within a day against a three week industry average, became the fastest growing UK lender by 2024 on industry body data, and is described as the country's lowest marginal cost originator. The platform is now sold to other institutions, including a building society whose broker portal it powers. A large language model chatbot ingests a lender's own policies to answer broker criteria questions, offered with a sandbox so lenders can test it against their policies before deploying. Its valuation model draws on around 180 property data points.

Hazel is an AI platform for wealth management firms, offered by the custodian Altruist and sold to advisers wherever they custody. It captures and summarizes meetings, drafts follow ups, builds client profiles from custodial records, emails and life events, and answers questions across a firm's data. Its tax and financial planning agents read tax returns, pay stubs and statements and produce plans in minutes. Hazel publishes per seat prices: $60 a month for the platform, $160 with the Tax Planning Agent and $300 with the Financial Planning Agent. It says AI providers delete data after each request and are contractually barred from training on it, stores all data in the United States, and holds SOC 2 Type II. Hazel says more than 1,000 firms and 1,500 advisers use it, including Ritholtz, Pando Wealth, Domain Money and Root Financial. It is based in Culver City, California.

Bridgewise sells AI investment research and advice tools to stock exchanges, banks, brokerages, trading and CFD platforms, asset managers and wealth advisers, who embed them for their own customers. Its products rate and analyze stocks, funds, bonds and other assets across more than 90 percent of global securities. They include Bridget, a chat assistant that answers investment questions, and pAI, a wealth agent. Bloomberg reported in 2024 that Israel had cleared Bridget to give buy and sell advice. In a Bridgewise case study, Rakuten Securities generated 1.2 billion yen in new revenue in the five months after adding StockWise analysis in Japanese. Other named partners include Japan Exchange Group, B3, IBI Investment House, Alpaca and ING. Bridgewise has acquired the US sentiment analytics firm Context Analytics.

Fintor builds an agentic workforce for mortgage lenders and servicers, with agents that handle document collection, verification, compliance checks, closing coordination and post-close completeness across the loan lifecycle from intake onward. It describes its agents as operating like employees, working across whatever software a lender already runs with memory, planning and reasoning rather than fixed automation, and it states that humans stay in the loop for oversight and control, with human-in-the-loop operations built as a product surface rather than a policy. An observability layer lets a lender monitor agent performance, trace every decision, score quality and run comparison tests without code. The platform also forecasts volume and capacity needs. Integration targets the origination system, customer system and contact center with no migration required.

Flybits sells contextual AI that banks and card issuers use to personalize digital experiences and, more recently, to run agentic commerce inside their own apps. It turns data from a bank's systems and outside sources into signals that decide which offer or experience each customer sees. Its agentic commerce product lets a customer shop through a conversation in the bank's app, confirming the item, total, tax and delivery before paying, and runs under Mastercard Agent Pay and Visa Intelligent Commerce rules. With Rogers Bank and Mastercard it launched what the partners describe as a benchmark for consumer controlled agentic commerce in Canada. Flybits also names ATB Financial and cites a 27 percent conversion increase from its Intent Match solution. It holds SOC 2 Type II, ISO 27001 and PCI Data Security Standard Level 1 audits and tokenizes customer identifiers at the edge. It is based in Toronto.

Serene applies behavioral science to transactional data so banks, lenders and fintechs can detect financial vulnerability before it becomes arrears, harm or a complaint, which is the point at which firms usually notice. Three products run in sequence: one segments customers against the regulator's own drivers of vulnerability and surfaces early signals across health, life events, resilience and capability, a second forecasts how a customer's circumstances are likely to move so support can be timed rather than reactive, and a third recommends specific interventions from tailored messaging to proactive outreach. Output is designed to be auditable so firms can evidence outcomes under the UK Consumer Duty. The company describes itself as infrastructure for financial care and counts a major UK bank as both investor and user.

Boost Capital gives banks, microfinance institutions and other financial service providers a white labeled way to onboard customers through chat platforms people already use, including Messenger, WhatsApp and Telegram, with no app download required, so applications work on any smartphone. AI agents handle identity verification with liveness detection and facial recognition, business verification, document reading and fraud checks, built on Boost's own document processing system, VerifyIQ, and loan officers make the decision from an eKYB dashboard, with flagged applications escalated for manual review. Onboarding covers loans, savings, payments, insurance and merchant sign up, delivered as a development kit, API, white labeled app or custom portal. Named institutions include Wing Bank, Sathapana, AMK Cambodia, BDO Network Bank, RAFI Microfinance and GCash, and Boost has offices in Singapore, Cambodia, the Philippines and Indonesia; it raised a $2.5 million seed round led by Village Global in 2023.

Enqura sells a five product platform to banks, fintechs, payment providers and insurers: EnQualify for identity verification, EnSecure for strong authentication, EnNovate for digital channels, EnWallet for payments and open banking, and EnConnect for customer communication, with shared middleware across all five. EnQualify reads identity documents by AI enhanced OCR and NFC chip verification, runs face verification, liveness and deepfake detection on the device, offers an AI agent interview that adapts to the applicant, and adds live video identification, supporting documents from 193 countries and reporting 99 percent accuracy and up to 90 percent onboarding success. Named institutions include Garanti BBVA, Odeabank, Gedik Yatırım and ALJ Finans, and the platform is offered through the Temenos partner marketplace and the Microsoft Azure Marketplace.

AI Rudder sells voice and chat agents that call borrowers and customers for banks, lenders and other consumer businesses. Lenders use them for payment reminders, collections, identity and loan application checks, and servicing calls. The agents run on Voyager, AI Rudder's own large language model built for financial services, or on ChatGPT or Gemini where a team chooses. Speech recognition is built in house. A contact center product adds a predictive dialer, agent assist and handover to people, and a QA agent can review every call. Named finance customers include Bank Mandiri, CIMB Niaga, Adira Finance, Kredivo and Julo in Indonesia, and AmBank and JCL Credit Leasing in Malaysia, where JurisTech's lending platform connects the agents to JCL's systems. Most named customers are in Indonesia. A US arm, AIRudder Inc. in Palo Alto, markets collections to American lenders. A US collections page prices per successful call, from $0.49 with no software fee to $1.99 with a $2,000 software fee. CALL-E, AI Rudder's developer product, is sold on its own site by CALL-E, Inc. and publishes metered call rates for the US and Canada. AI Rudder names ISO 27001 and SOC 2 Type II but publishes no trust center. The main platform pages cite no collection or calling rule such as the FDCPA, Regulation F or the TCPA, though CALL-E's terms name the TCPA. The company was founded in 2019 and is headquartered in Singapore.

JurisTech sells lending software to banks and other lenders under the name 360 AI Lending, and the suite follows a loan from first contact to recovery. Juris Access handles digital onboarding with eKYC, OCR and video calls, Juris Leads manages prospects, and Juris Origination runs retail, corporate, commercial and Islamic origination through a multi level approval matrix. Juris Analyst spreads financial statements and runs what if analysis, Juris Credit manages credit administration with portals for lawyers and valuers, and Juris OneCore manages loans for smaller lenders. In collections, Juris Collect sets strategies by segment, tests them against each other and forecasts which delinquent customers will cure on their own, with separate products for agencies, litigation and dialing. Its AI products sit on top of the suite. Juris MindCraft builds machine learning models, Juris AICraft runs agents that draft credit papers and spread financial statements, and Juris DecisionCraft automates credit decisions. JurisTech was formally established in Kuala Lumpur in 2003, with roots in Natsoft going back to 1997, and says more than 60 banks and financial institutions run its software across more than 130 implementations. CTOS Digital, the Malaysian credit bureau group, bought 49 percent in 2022 and agreed in July 2026 to sell 10 percent back to Natsoft, leaving it with 39 percent. Alliance Bank Malaysia went live on its AI enabled origination system in November 2025, and Euromoney named JurisTech Asia's best lending solution for 2026. It is expanding into Indonesia and the Philippines, where it registered with the National Privacy Commission in June 2026.

Colektia built what it calls the first AI-driven digital collections infrastructure in Latin America, managing more than 15 million individuals and $1.6 billion of debt for banks, fintechs, insurers, telecoms and retailers across seven countries in the region, with operations in Spain from 2026. Machine learning, predictive analytics and language processing segment delinquent portfolios and determine the optimal moment, frequency and channel to reach each debtor, which the company reports lifts early-stage recovery by up to 25 percent and cuts collection costs by up to 30 percent within eight weeks. Its stated purpose is re-entry rather than recovery alone: millions of Latin Americans are locked out of credit by default registries, and its consumer product Alivia exists to give them a route back. It also acquires past due portfolios for its own account.

PAIR Finance runs digital debt collection across twelve European countries for more than 600 client companies including a major buy now pay later bank, an insurer and several large retailers, handling receivables from initial out of court procedures through to post judicial monitoring. Its stack combines three named techniques doing distinct work: supervised learning to estimate how likely a person is to pay, reinforcement learning to select strategy, and generative models built on Llama 3 that now handle more than a third of first level consumer queries around the clock in multiple languages. A self learning algorithm typologizes debtors from data and behavior to choose communication channel, timing and tone. Consumers reach a personalized payment page where they can settle immediately or build their own installment plan, which the company positions as sparing them court proceedings and legal costs.

Omilia runs a fully proprietary conversational AI stack for enterprise contact centers, built over two decades and comprising its own speech recognition, voice biometrics, dialogue management and speech synthesis rather than assembled from third party components. Its financial services line ships more than 300 models trained specifically on banking and finance intents, handles payment capture at the highest PCI DSS compliance tier through both speech and keypad with real time redaction so card data is never stored in clear text, and lets customers pay bills, check balances and move money without reaching an agent. Its authentication layer combines passive and active voice biometrics with real time detection of deepfakes, synthetic callers, spoofed numbers and replay attacks. Named users include two of the largest United States card issuers and a major Canadian bank.

Copperlane automates mortgage intake, the stage where most of the roughly $11,800 it costs a lender to originate a loan is spent. Its agent, Penny, pulls and reads borrower documents, checks eligibility, answers borrower questions during the application, verifies what has been submitted and chases what has not, so loan officers receive complete files rather than chasing paperwork. It interprets income patterns, assets and credit file detail, scans bank statements for large deposits inconsistent with stated income, anticipates the conditions an underwriter is likely to raise, contacts the borrower for clarification and drafts letters of explanation before the file reaches underwriting. The company targets reducing document review and preapproval analysis from over four hours per file to minutes, and states it keeps a human in the loop.

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.

Pocketnest sells a white label financial wellness app to credit unions, banks, employee wellness programs, benefit providers and wealth advisers. Members and staff work through short coaching journeys across ten areas of personal finance, personalized with AI and shown under the institution's own brand. It is aimed at millennials and Generation X. The app can sit inside an institution's mobile banking app or run on its own. Pocketnest names Community Financial as an integration partner and lists Lumin Digital and CU*Answers as coming soon. It pitches institutions on member engagement, data analytics and cross sell revenue. In October 2025 Reseda Group, the service organization of MSU Federal Credit Union, and Maps Credit Union bought Pocketnest. It is based in Detroit, Michigan.

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.

Sherpas sells AI agents that do the analytical work behind financial advice for wealth management firms. Intake pulls and structures client data from any document. Paraplanner drafts a narrative financial plan with observations, risks and strategies, and Portfolio Analyst prepares investment proposals matched to a client's goals and risk profile. Sherpas says advisers stay in control and that the agents learn each adviser's voice. It claims a 95 percent cut in time to advice, from 8 to 10 hours to about 20 minutes per client, without naming a customer. The platform runs on Fly.io in Equinix data centers, and a SOC 2 Type 2 report is in progress. Sherpas raised a $3.2 million seed round in February 2026. The company's legal name is Sherpas Wealth Technology, Inc.

Sympera sells AI agents to banks for their commercial and small business relationship managers. The agents combine a bank's own transaction and client data with public information to predict what clients will need and rank the pipeline by likelihood to convert. They then suggest which clients to call, which products to offer and how to handle objections. The platform runs as containers inside the bank's own private cloud on AWS or Azure, so processing stays in the bank's environment. It uses fine tuned open source language models, large and small, rather than a proprietary model. Sympera says more than 400 bankers use its agents, without naming a bank. Sympera raised a $10 million seed round from Nyca Partners and Viola Ventures in March 2025. It is based in New York.

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.

InvestSuite sells white label investing software to banks, brokers, wealth managers and other financial institutions. Its products let an institution launch a robo advisor, an execution only investing platform, portfolio construction tools or narrative performance reports under its own brand. Its newest product, Charlie, is a conversational AI agent that takes a client through research and order execution, with compliance guardrails on every input and output, advice deflection and a confirmation step before an order. Charlie runs in the institution's own cloud with a choice of language models from Anthropic, Google, OpenAI or Mistral, and no client data is sent to InvestSuite. The robo advisor keeps every portfolio within the institution's investment policy and supports MiFID II onboarding. SpareBank 1 and Odeabank are named customers, and First Rate is integrating StoryTeller into its Core 2.0 platform. InvestSuite says it supplies software rather than regulatory services and that compliance stays with the licensed institution. It is based in Leuven, Belgium.

WNSTN sells an AI assistant and analytics layer that brokerages and other investing platforms embed in their own apps. The assistant answers client questions in real time and delivers research, analytics and charting across more than 70,000 assets, using data from partners including TipRanks, Benzinga and Acuity. WNSTN Connect gives the firm a live dashboard of what clients ask and how they behave. The platform deploys through an API or white label widgets, and a Compliance Officer agent checks conversations against rules from FINRA, the SEC, CySEC and MiFID II. In a case study of an unnamed US broker over about 12 months, WNSTN users made 2.3 times more trades than non users, and WNSTN credits itself with an 8.4 percent revenue contribution. Named customers include Benzinga, Prosperum Fintech Holdings and Meritz Securities in South Korea. WNSTN Inc. is a Delaware company.

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.

Spade turns the indecipherable strings that banks and fintechs receive from card, ACH and wire transactions into verified merchant records, matching raw data against a proprietary ground truth database so an institution knows exactly where and with whom each transaction occurred. AI agents continuously scan the web and external sources to fill metadata gaps and remove duplicates, producing precise geolocation and verified merchant categories independent of the legacy category codes the industry has relied on. The company publishes 99.9 percent coverage of United States and Canadian merchants at over 99 percent accuracy, with tail latency under 40 milliseconds. Customers use the enriched data for authorization decisioning, fraud prevention, rewards attribution, analytics, behavioral segmentation and loan targeting.

Agent IQ sells Lynq, a digital relationship banking platform for community banks and credit unions in the United States and Canada. Account holders can pick their own banker and keep talking to that person across chat, messaging, video and phone, with AI handling routine questions. Lynq AI answers account holders from a knowledge base the institution approves through its Smart Control workflows, and Smart Assist gives staff an AI knowledge assistant. Conversations can be translated in real time. Agent IQ partners with Q2 and Narmi to bring Lynq to their digital banking customers. Park National Bank and BAC Community Bank are quoted as customers, and Agent IQ cites 60 percent adoption at account opening alongside Park National's quote. Each institution gets a dedicated in region instance on AWS or Google Cloud, and Agent IQ holds SOC 2 Type II. Agent IQ, Inc. is based in Austin.

Callsign recognizes returning bank customers by how they behave rather than by what they know. Its Intelligence Engine combines behavioral biometrics, device fingerprinting and telecommunications signals, and an Orchestration Layer decides what authentication or intervention a given interaction needs. It covers account login, payments, account creation and zero trust network access, against account takeover, social engineering scams, malware and bots, SIM swap and call diversion, and synthetic identity, with compliance support for PSD2 and Strong Customer Authentication. Its dynamic interventions detect social engineering in real time and warn the customer before they transfer money, and it publishes a Digital Trust Index on digital exclusion.

Veritus deploys voice first AI agents across the consumer lending lifecycle, from application funnel conversion through servicing to early stage delinquency and collections, conducting regulated borrower conversations over phone, text, email and live chat. Agents run inbound and outbound campaigns with an automated dialler, integrate with lenders' loan management systems and systems of record to reach customer data, and handle adaptive identity verification within the conversation. The company states that its agents negotiate repayment plans, follow up across channels and drive recoveries with no human involvement, and positions that as reducing cost to collect while raising recovery rates. Founded in 2025 and incubated at a leading accelerator, its operating team is drawn from consumer lending, risk and security roles at established lenders.

Flanks gathers a wealthy client's holdings from every bank, broker, custodian and alternative asset platform into one clean data set. Banks, family offices, external asset managers, pension providers and wealth technology firms use it to see a client's whole portfolio and report on it. Flanks Aggregate connects to more than 700 institutions through APIs, data feeds, statements and online banking sources, then standardizes and reconciles the data. Flanks Lume adds market data, and an AI Financial Analyst powered by Perplexity answers questions about portfolios. Reports, simulations and analytics sit on top. CaixaBank uses Flanks for its GlobalView private banking service, and Bankinter and Indexa are among its named clients. Flanks states 8.2 million portfolios processed each month and publishes a SOC 3 report alongside its SOC 2 Type II. Split Payments, S.L. trades as Flanks from Barcelona.

Traduality is itself a credit union service organization, built to let credit unions and community banks serve members who prefer a language other than English without hiring interpreters for every branch. Its Fire Lingo platform provides real time AI translation on in branch tablets so staff and members can hold a natural conversation, extends to phone support, contact centers and back office departments, and produces translated forms, documents and marketing material through a cloud product. Languages deployed include Spanish, Haitian Creole, Chinese, Korean and French. The founding observation is that when a member cannot speak with the people in a branch, the products, rates and mission stop mattering and the member gets a workaround instead of a relationship.

Revio Insight shows community and regional banks and credit unions where their customers are banking elsewhere and where deposits are leaving. It reads the institution's own core transaction data and flags retention risks and growth opportunities for marketers, lenders and relationship managers. Detection runs on deterministic rules, not AI. Each signal, such as outbound transfers to a competitor or stopped payroll deposits, stores the evidence that triggered it and gets a priority score. AI sits on top, writing digests, suggesting where to start and answering questions in plain English through an agent and an MCP server. It syncs audiences to HubSpot and runs as a skill inside Creatio. Sunwest Bank's president says the bank captured $50 million in commercial card volume with it. Revio holds SOC 2 Type II, runs its AI on AWS Bedrock without training on customer data, and keeps data in the United States. Revio Analytics, Inc. is based in Austin.

Porters automates the regulated back office processes banks and fintechs still run by hand, launching with account seizures and insolvency coordination alongside chargebacks. These are court driven, time sensitive obligations that generate no revenue, absorb significant staff effort and carry fines when handled late, and the company describes its approach as an AI native outsourcing platform running autonomous but human supervised workflows with compliance safeguards and traceability built in. Its founders came from a European investment infrastructure provider and from consulting, with an applied machine learning doctorate on the technical side. The stated ambition is an autonomous back office capable of running entire services end to end.

Streetbeat builds configurable AI for banks, wealth and asset managers and insurers. Its agents help advisers prepare for meetings, suggest next actions and rebalance portfolios, and its portfolio engine lets institutions offer white label investing to their own clients. Institutions can run it on premise or in their own cloud, with configurable human review for critical decisions and tamper evident audit logs. Its agents use models from OpenAI, Anthropic and Google's Vertex AI alongside Streetbeat's own patented technology. The company also now sells to nonprofits, biotech and manufacturing firms. Streetbeat holds SOC 2 Type I and Type II reports. A subsidiary, Streetbeat LLC, is an SEC registered investment adviser that runs the consumer Streetbeat App; the technology for institutions is sold by its parent, Nowcasting.ai, Inc. The company was founded in Palo Alto and has offices in Milan and Wroclaw.

JUDI.AI supplies cash flow underwriting to credit unions and community banks so they can lend to small businesses at fintech speed without leaving their own credit policy behind. Its proprietary categorization engine and risk detection logic read real time bank transaction data to assess a borrower, supplementing rather than replacing credit scores and financial statements, and the same models drive automated underwriting, continuous monitoring of a borrower's financial health after drawdown, and portfolio reporting. Deployments are configured to each institution's own lending policies and stated to run within eight weeks. The company was incubated inside a fintech lender and now serves more than 35 community lenders across Canada and the United States.

TrueML, operating principally through its TrueAccord brand, recovers delinquent consumer debt for banks, lenders and fintechs using a patented machine learning decision engine called HeartBeat that has been running since 2013. Rather than calling, the engine selects the channel, timing, message and contact cadence for each individual account from copy written by professional collections content specialists, drawing on account characteristics and on outcomes observed across tens of millions of prior consumer interactions. A self service portal lets consumers build their own interest free repayment schedules, and the great majority resolve their accounts without ever speaking to a person. A compliance filter inside the engine checks every outreach against federal debt collection law, the governing federal regulation and state and local rules before it is sent.

Fivvy sells customer intelligence to banks and credit unions. It turns the transaction and app usage data an institution already holds into personalized offers and churn predictions. The platform builds a picture of each customer's spending, saving and investing, then surfaces cross selling openings in real time. Implementation is stated at about three months. Globant Ventures committed $4 million over two years in April 2023. Its business website no longer loads. In October 2026 fivvy.co did not resolve and fivvyforbusiness.com redirected to getfivvy.com, which shows a consumer money management app. No company news has appeared since the Globant investment, and whether the company still sells to institutions is unclear.

Fundamento, formerly Skillr, runs voice agents across the whole lending relationship for banks, non bank lenders, fintech lenders and insurers, covering loan discovery and lead engagement, pre qualification, onboarding calls, servicing, support and collections. Agents converse in more than 30 languages, retain context across the lifecycle and screen borrowers for intent and basic eligibility before passing qualified cases to human staff. One deployment pattern is distinctive: when an applicant stalls on a digital form, often because it is in English and they are not a native speaker, the agent calls them, resolves the problem in their own language and returns them to the journey. The platform is interface first and no code, and can run in the customer's cloud or on their own servers.

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.

Formerly Kasisto, Backbase Conversational Banking is the chat and voice agent product Backbase sells to banks. Backbase announced its acquisition of Kasisto on 23 June 2026, and the product now ships within Backbase Agentic Banking. The agents work across mobile, web, messaging and phone. They answer customers from live account context and bank approved knowledge, carry out payments and card actions with confirmation, and take disputes through investigation and approval. Access, policy and approval checks run before any action executes, and exceptions go to an authorized bank employee. Backbase cites Kasisto's established customer base across North America but names no bank running the conversational product. kasisto.com now redirects to backbase.com.

eGain supplies the governed knowledge layer that frontline banking staff and AI assistants both answer from, unifying policies, procedures, product information and expertise into a single approved source delivered consistently across contact centers, branches, digital channels and automated assistants. Every response traces back to the approved document behind it, which is what makes the same foundation usable for compliance evidence as for service speed. A retail banking suite launched in 2026 adds guided needs based sales conversations, automated regulatory change handling supplied by a partner, and an enterprise browser that removes application switching. A separate conversation product handles proactive outbound member messaging at scale.

Vouched sells document based identity verification, reading photo identity documents, comparing them to a live selfie with liveness detection, detecting tampering and checking details against databases, with plans for financial services, healthcare and automotive and published per verification pricing. It has also built a Know Your Agent line for verifying AI agents: Checkpoint Detect identifies agentic sessions, Checkpoint Govern secures agentic workflows, KnowThat.ai collects reviews of agents, and the KYA OS specification extends the Model Context Protocol for agent identity. Through an integration with Wink, a face, palm and voice check of the authorizing human runs when an agent is created, after which the agent acts under payment tokens scoped to specific merchants and amounts.

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.

Wink authenticates people at the moment of payment rather than at account opening, combining face, palm and voice recognition into a biometric layer that can identify a customer from a population without a card, phone or password. It is distributed through payments infrastructure rather than sold direct, embedded in Fiserv's Clover point of sale, in SUNMI, WizarPOS, PAX and ID TECH terminals and in Elo kiosks, with on device processing at the edge in some deployments, and partners with Vouched to verify the humans behind AI agents. Alongside the biometric layer Wink operates its own payment gateway, which merchants can own or rent, states more than 220,000 merchants and 400 million transactions a month, and offers a zero chargeback guarantee backed by Riskified.

motif supplies AI wealth advice that fintechs, banks, wealth managers, crypto platforms and investment apps build into their own products. It writes cited market updates, portfolio briefings and chat answers for their investors. Its Clarity engine turns news, filings and a platform's own documents into a dated memory of facts and causes. Agents on top handle market insight, investor profiling with MiFID II suitability support, and investment proposals that need approval before they execute. Platforms reach it through a white label app, an embed, or a public API and SDK. motif publishes its evaluation method and dated results. Its agents run by default on GPT 5.6 Luna through OpenRouter. The company is based in Zug and backed by Liminal, a founders' studio founded and backed by Temasek.

Posh builds conversational and voice AI exclusively for banks and credit unions, spanning customer facing and employee facing work. Digital and voice assistants handle member inquiries, authenticated balance checks, transfers and product guidance across web, mobile and the phone system, escalating to a human representative with full context when they cannot resolve something. Employee side products cover a knowledge assistant, quality assurance across every interaction, and a training simulator, and a newer outreach product runs proactive multi channel campaigns around moments such as certificate renewals and indirect loan onboarding. Its reasoning engine governs responses against the institution's approved procedures, and the platform connects to the major core banking and contact center systems community institutions run.

Recordsure sells AI that checks conduct in financial advice and customer conversations. Banks, wealth managers, insurers, and motor finance and collections firms in the UK and Australia use it for compliance review and remediation. Recordsure Capture records face to face and remote conversations with a tamper proof upload. ConversationReviewAI transcribes, summarizes and scores them, and ReviewAI reviews adviser files for suitability and quality. Subject matter experts stay in the loop, and the service is built and run with its compliance partner TCC. Recordsure partners with Iress and Intelliflo and holds ISO 27001. It publishes a responsible AI policy covering human review, bias management, drift reviews and client data separation. Record Sure Limited is based in London.

Entrust sells identity verification to banks, payment companies and other regulated institutions on the Onfido technology it acquired in 2024. Four sets of models do the core work: face matching, liveness and anti spoofing, data extraction from identity documents, and document fraud detection. Each check returns a Clear or Consider result, and a Consider result comes with the reasons behind it. Workflow Studio lets an institution combine document checks, biometrics, data checks against registries and watchlists, and passive fraud signals into journeys tuned to its own risk and friction. Entrust also makes the card issuance systems banks run in branches, so verifying a customer and issuing a debit card can happen in one flow. Verification data sits on Amazon Web Services in the institution's choice of European Union, Canada or United States instance.

Symend sells delinquency and collections engagement to banks, card issuers, credit unions and auto lenders, built on behavioral science rather than call volume. The platform ingests a creditor's customer data, scores past due accounts on more than 100 behavioral signals, sorts them into delinquency archetypes reflecting capacity to pay and readiness to act, then generates and continuously optimizes personalized outreach across email, text, push, in app messaging and self service payment portals. Named products cover pre delinquency prevention, cure of past due accounts and conversational follow up. The stated aim is customers resolving accounts themselves without agent contact while remaining customers afterwards.

Lentra sells a cloud lending platform to banks and non bank lenders in India, covering a loan from origination through servicing and collection. GoNoGo runs origination and scoring for retail, business, credit card and agricultural lending. BREx is a business rules engine that can host and call machine learning models in real time, MultiBureau pulls reports from all the major credit bureaus from a single entry, and 1LMS services term loans, structured loans and credit lines. Separate modules cover co lending, embedded finance, documents, verification and collateral. The AI sits inside that stack. Lenders deploy, version and monitor their own credit, fraud and marketing models through Lentra MLOps and run them in BREx beside deterministic rules. GoGetr, the integration layer, handles more than 5 million calls a day and adds AI powered document extraction, liveness detection and face matching to identity checks. HDFC Bank is an investor, and the company is based in Pune.

Zeta sells Tachyon, a cloud native single vendor stack bringing card issuance, processing, lending, core banking, fraud and risk, loyalty and digital banking together for banks and fintechs. Its AI layer, branded Selene, is natively embedded in that stack rather than integrated alongside it: conversational voice and chat agents use intent recognition and issuer specific knowledge bases to answer cardholder queries, process payments, resolve disputes and modify accounts, with orchestration routing between human agents and automated copilots. More than 25 million cards are live on Zeta powered platforms across seven countries.

NestiFi sells a white label family wealth platform to credit unions, community banks, advisers and wealth firms in the United States and Europe. Families open a Nest for a child, invite relatives to contribute and invest together under the institution's brand. Families can gift fractional shares, use cards and savings tools, and learn about money at each age. Seb AI gives the institution's staff a workspace that gathers family context and prepares review briefs for staff to check. NestiFi says Seb supports education and planning only, does not choose products or give advice, and hands advice requests to an authorized person. NestiFi is the trading name of NestiFi Technologies Limited of Dublin. It is building its own model for family wealth.

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.

UPTIQ sells AI agents that take on lending and banking operations work for financial institutions. Banks, credit unions, wealth managers, equipment finance firms and non bank lenders use them to open accounts, underwrite loans, monitor portfolios and run compliance tasks. The agents read documents, spread financials, draft credit memos and flag issues with a cited reason. They work alongside a firm's existing core, origination and CRM systems through more than 100 integrations rather than replacing them. Officers review and approve at each step, and every action is logged. UPTIQ states more than 150 institutions use it, and a case study credits it with a 300 percent rise in loan volume at UPM. It names SOC 2 Type II and says customer data never trains shared models. UPTIQ, Inc. is based in Plano, Texas.

Charm Security sells scam and social engineering defense to banks, fintechs, payment providers and credit unions. Rather than scoring transactions or devices, the platform assesses what the company calls human vulnerability exposure, analyzing customer risk patterns using psychological insight to identify who is susceptible to manipulation, then deploys agents that intervene in real time while a scam is unfolding across digital, voice and in person channels. It was created inside Team8's venture creation fund and its stated regulatory driver is the shift of authorized push payment fraud liability onto banks.

Nevis sells an AI platform that does operational work for US registered investment advisers. It prepares advisors for meetings, summarizes them, creates the follow up tasks and sends client emails in the advisor's tone. It also searches across a firm's systems and collects and submits the data custodians need to open accounts. Client emails can be sent automatically. Named customers include United Capital, GC Wealth and Apollon Wealth Management, and AlTi Tiedemann Global selected Nevis in May 2026. Nevis holds SOC 2 Type II and publishes a subprocessor list naming AWS, OpenAI, Anthropic and ElevenLabs. Its $35 million Series A came from Sequoia Capital, ICONIQ and Ribbit Capital. Nevis Wealth Technology Ltd is based in London.

JIFFYAI sells software that pulls a wealth firm's scattered client data into one place and puts AI on top of it. RIAs, broker dealers, family offices, and bank and trust firms use it to open accounts, service clients and prepare for meetings. The platform gathers data from custodians, CRMs, statements and email into a single warehouse. On that base it offers account opening, servicing workflows, a desktop for advisors, and an AI assistant that takes meeting notes, launched in March 2026. It connects to custodians such as Schwab, Fidelity and Pershing, and to wealth and CRM platforms such as Orion and Salesforce. Cetera and Orion appear in its case studies. Its models run on AWS and Google Cloud, it publishes SOC 2 Type II and ISO 27001 certifications, and it lists the outside companies that handle client data. JIFFYAI is the trading name of Paanini, Inc.

interface.ai builds voice and chat AI agents for credit unions and community banks, and has more than 100 institutions live. Its agents answer calls and chats, authenticate members, complete routine requests such as transfers, payments and card blocks, and hand harder cases to staff with the full transcript. An employee assistant supports contact center and branch staff, and newer products cover fraud prevention, collections and an agentic contact center, the last two in early release. Everything runs on its BankGPT platform, which answers from the institution's approved knowledge and screens conversations against NCUA and FFIEC guidance.

Sedric turns a regulated firm's policies and the rules it operates under into enforceable system logic, then applies preventive, detective and corrective controls across every customer touchpoint. It pre screens marketing assets across copy, design and video against a claims library before publication, monitors calls, chats, emails, social and instant messages with real time guidance to agents mid call, and extends the same scrutiny to affiliates, influencers and embedded finance partners. Every flag links to the underlying regulation and every override is logged with its reasoning.

TidalWave runs SOLO, an agentic point of sale platform for mortgage lenders and brokerages that takes a borrower through application, verification and pre approval while automating the document collection, compliance checks and income verification loan officers otherwise do by hand. It is trained on structured mortgage data rather than adapted from a general purpose model, integrates directly with both government sponsored enterprises' automated underwriting systems for instant risk assessment, analyses bank statements for risk indicators and eligible assets, and strips personally identifiable information from its own model interactions.

KredosAi works the window after a payment is missed but before an account reaches collections or write off, using reinforcement learning and behavioral economics to choose the wording, timing and channel of each reminder for each individual borrower. Its models select from thousands of possible messages based on what has worked for similar profiles and update continuously from actual payment outcomes rather than engagement metrics, delivered through rich messaging, text, email and app notifications, and it is sold to auto lenders, banks and financial services lenders alongside telecommunications operators.

Gradient Labs builds Otto, an autonomous customer operations agent for regulated financial services, which does not deflect to a help center but reasons through a query and takes the action, freezing a card, filing a dispute or running a customer due diligence check, with more than twenty compliance guardrails applied on every turn. It follows procedures the institution writes in plain English, deliberately exposes only the one or two tools a given procedure needs, and works across voice, text and email frontline support as well as back office investigations, sitting over existing helpdesks and connecting into the financial systems where the work completes.

Aveni builds AI for UK banks, advice networks and wealth managers. Its tools check conduct on client conversations, review advice files and draft the documents advisers have to produce. Detect tests conduct and outcomes on every client conversation, and File Check reviews every advice file. Assist captures meetings and drafts suitability reports straight into the adviser's back office, with integrations to Iress Xplan and Intelliflo. Aveni runs its own finance language models, called FinLLM, alongside models from OpenAI, Anthropic and Google. Aveni names Lloyds Banking Group, Quilter and Nationwide among more than 250 firms. It states that customer data never trains its models or any provider's, holds ISO 27001 and hosts on AWS. It is based in Edinburgh.

Rulebase reviews every customer interaction a financial services firm has, across calls, chats and emails, replacing the three to five percent sample a human quality assurance team can manage with full coverage scored against the firm's own procedures. It flags compliance breaches, skipped authentication and service failures in real time rather than in a post call review days later, coaches agents individually from what it finds, routes issues into the tools teams already work in, and runs agents that carry disputes and stalled onboarding cases through to resolution.

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.