Insurance AI
V

Vertafore

Vertafore is the other half of the independent agency technology duopoly, selling management systems, connectivity and compliance infrastructure across insurance distribution. The estate is tiered by agency size, with AMS360 as the flagship management system, Sagitta as the enterprise class system for large agencies of 100 or more staff running multi location structures, specialty lines and inter divisional accounting, and QQCatalyst serving smaller operations, all wrapped in the AgencyOne suite alongside the InsurLink client portal, client communications and a certificates capability launched in April 2026 that turns certificate of insurance issuance into a template driven self service process. BenefitPoint covers employee benefits brokerage, ReferenceConnect supplies authoritative insurance reference content, and dedicated workflows serve managing general agents.

The less visible asset is Sircon, which handles producer licensing and compliance transactions between producers, agencies, carriers and state regulators. The company states it carries half of all industry compliance transactions, which places it inside the licensing machinery of the United States insurance market rather than merely adjacent to it, and it applies anomaly detection to flag data problems in that flow before they cause disruption.

Velocity AI is the artificial intelligence platform, introduced on 14 April 2026 with six agents and extended through the year. The Insurance Expert Agent answers coverage research questions with responses described as clear and explainable and grounded in authoritative insurance content, delivered in ReferenceConnect. The Benefit Plan Agent extracts and structures benefit plan data from carrier documents, cutting plan setup from 20 to 30 minutes to under five. The Email Agent turns Outlook activity into structured workflow and the Reconciliation Agent matches carrier statements, both released into AgencyOne on 30 June 2026, with the reconciliation work claimed to cut manual effort by 90 percent. The Submission Processing Agent, launched 8 July 2026 for managing general agents, reads unstructured emails, portable documents, spreadsheets and supporting files and converts them into organized data for underwriting review. The published oversight position across the agent line is that professionals stay in control for review, approval and exception handling.

Scale is stated as supporting more than 95 percent of the top agencies and insurers alongside half of industry compliance transactions, with independent analysis putting the footprint at more than 20,000 agencies and 1,000 carriers, 98 of the top 100 agencies and 96 of the top 100 carriers.

Formed in 2000 from the merger of two agency software vendors and headquartered in Denver, Colorado, the company is owned by the publicly traded Roper Technologies following an acquisition valued at roughly $5.35 billion.

Last VerifiedAugust 26, 2026
Compare Vertafore with other vendors
Founded
2000
Headquarters
Denver, Colorado, United States
Categories
insurance-ai, compliance-and-surveillance
Assessment

Capability Axes

Capability grades

15 of 15 axes rated · 5 graded A or B

AI Capability
AI Centrality
CC on AI CentralityArtificial intelligence is present but peripheral: a feature layer on a product whose value stands without it.
Vendor Published

Agency management systems, carrier download connectivity and benefits brokerage software carry the business, and none depends on a learned component. The AI platform, introduced in April 2026 with agents through June and July, is scoped to email handling, statement matching, extraction and knowledge retrieval on systems decades older.

Autonomy and Oversight Model
BB on Autonomy and Oversight ModelA written commitment that the models work alongside human judgment, with real review surfaces, short of the full control structure: commonly the threshold at which the system stops or what happens after it is wrong.
Vendor Published

Professionals stay in control for review, approval and exception handling across the agent line, and naming exceptions acknowledges the failure path. That appears in announcement language only, with no list of action classes needing approval or confidence thresholds that trigger an exception.

Model Risk Management and Transparency
CC on Model Risk Management and TransparencyTransparency is claimed in general terms with no mechanism a model validator could interrogate.
Vendor Published

Grounding coverage answers in authoritative insurance content is the right architecture, but no accuracy, error rate, benchmark or validation method is published for any agent. Statement matching has a verifiable right answer, so a reconciliation match rate would be easy to produce and is still missing.

Operational and Outcome Evidence
AA on Operational and Outcome EvidenceNamed customers with hard performance figures and enough method to test them.
Vendor Published

More than 95 percent of the top agencies and insurers are stated customers, and independent analysis counts more than 20,000 agencies and 1,000 carriers. Two AI outcomes carry figures, benefit plan setup cut from 20 to 30 minutes to under five and reconciliation effort cut by 90 percent, though neither states a method.

AI Safety and Data Stewardship
CC on AI Safety and Data StewardshipGeneral assurances that do not answer the question this axis asks, which is whether one customer’s data trains models serving its competitors. Unbounded cross client learning stated with no boundary grades here too.
Vendor Published

Ethical and responsible use and agile governance are stated as intent, with nothing operational behind them. Whether agency, insured or carrier data trains any model, what leaves the platform during inference and how long processed email is kept are not addressed.

Regulatory and Compliance
GLBA and Data Privacy Posture
CC on GLBA and Data Privacy PostureA standard privacy policy that covers the website rather than the service, or silence on a product that touches limited consumer data.
Vendor Published

Insureds who are not the customer have their personal and commercial data read from agency email and carrier documents by the agents, and the licensing network holds personal data on individual producers at industry scale. No privacy policy, data processing agreement or retention schedule covering either is published.

Security Certifications and Trust Center
CC on Security Certifications and Trust CenterA single footer line, or certifications asserted without being enumerated, which is weaker than naming them because it invites an assumption a buyer cannot check.
Third Party Estimated

Security and transparency are described as backed by a committed owner, which is reassurance about parentage rather than evidence. No trust center, attestation report or security certification is published, while the other incumbent in this market publishes its audit cadence and scope.

Regulatory Status and Licensure
BB on Regulatory Status and LicensureThe regulatory position is clearly stated and appropriate to the product, with part of the verification left to the buyer.
Vendor Published

Producer licensing and appointment transactions between agencies, carriers and state regulators run through the company's network, which carries half of all industry compliance transactions. Anomaly detection flags data problems in that statutory flow, and the company holds no license itself.

AI Governance and Bias Disclosure
CC on AI Governance and Bias DisclosureResponsible artificial intelligence committed to in policy language with no evaluation behind it, on a product whose bias surface is modest.
Vendor Published

Guidance published for customers says AI governance is no longer optional and that auditing models improves fairness, yet no audit or bias evaluation of the company's own models appears. A coverage research agent shapes what producers tell clients, and extraction decides which submissions reach underwriters in usable form.

AI Liability and Recourse
DD on AI Liability and RecourseNothing published on who bears the loss when the system is wrong.
Vendor Published

A wrong coverage answer that becomes advice lands on the agency's errors and omissions cover, with nothing allocating responsibility between the parties. A business whose submission is extracted incompletely may reach an underwriter looking worse and never learn why, and no liability language or error handling policy appears.

Integration and Deployment
Model Supply Chain Disclosure
CC on Model Supply Chain DisclosureThe architecture is described and no provider is named.
Vendor Published

The AI platform and six agents are named and described, yet no provider, model family or hosting arrangement behind any of them is stated. Grounded coverage answers depend on retrieval components a buyer cannot assess unnamed, and no notice of model changes is promised.

Core Systems and Integration Depth
AA on Core Systems and Integration DepthNamed integrations with the systems of record, core banking, policy administration, custodial or contact center platforms, verifiable in marketplace listings or public API documentation.
Vendor Published

The management system for a large share of independent agencies has carrier download connectivity built in, so policy data flows into the system of record by design. Portal, certificates, benefits and managing general agent workflows share single sign on, and the agents run inside the email client where agency work happens.

Deployment Model and Data Residency
CC on Deployment Model and Data ResidencyCloud only with nothing stated, which is the category norm.
Vendor Published

Hosting provider, regions, tenancy and residency are all unpublished, across an estate assembled through acquisitions and a merger with older systems still migrating to cloud. Products of different vintages may run on different infrastructure, and nothing describes which run where.

Commercial
Commercial Transparency
CC on Commercial TransparencyNo price is published and engagement runs through a demo form, which is the norm in this index.
Vendor Published

Every management system tier is quote only, and nothing states the billing unit, contract term or whether the Velocity agents come with the underlying system. A small agency on the entry tier and a multi location brokerage on the enterprise system buy different architectures with no published starting point for either.

Institution and Segment Coverage
AA on Institution and Segment CoverageThe financial segments served are named and each carries its own maintained material, whether the coverage is broad or deliberately narrow.
Vendor Published

Distinct products serve agencies by size, from small independents to an enterprise system for firms above 100 staff, alongside managing general agents, benefits brokers and carriers. Property and casualty and benefits lines are covered, while carrier core, underwriting and claims systems are absent.

Tracked Since Listing

Product updates

Material product, regulatory, evidence and commercial changes at Vertafore, each verified against a live source and tagged to the capability axis it bears on. Funding rounds and awards are not product changes and are not logged.

Oct 15, 2026Product / capability

Vertafore made its Velocity Policy Intake and Policy Check agents generally available, following their early adopter release in September. Policy Intake extracts data from policy documents and flags what is new, changed, missing or conflicting for the user to approve before it updates the agency management system. Policy Check compares the issued policy against that system and its source documents, recommends corrections for approval, and records the review history. Both are live in AMS360; Policy Intake is still in early access for Sagitta.

Bears on: Autonomy and Oversight ModelSource
Sep 28, 2026Product / capability

Vertafore made its Velocity Document Intelligence Agent generally available in ImageRight, five days after releasing it to early adopters. Users ask questions in natural language and the agent searches the Word files, spreadsheets, PDFs, images and email they are authorized to see, matching on meaning rather than keywords, and returns one answer with document and page level citations, for tasks such as summarizing coverage changes between policy terms or rebuilding the communications around a claim. Hummel Group Insurance is the named customer.

Bears on: AI CentralitySource
Sep 24, 2026Product / capabilityPartially verified

Vertafore introduced two Velocity AI agents for MGA underwriting: the Change Request Agent, which summarizes what changed across renewal and endorsement applications and requires underwriter approval before the summary is saved to the application record, and the Configuration Agent, which turns natural language admin requests into Surefyre program configuration that admins review, preview and test before saving. Both are listed as early adopter on the Velocity AI platform page, with general availability expected this fall.

Bears on: Autonomy and Oversight ModelSource

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The index publishes no overall score or ranking. See what we assess and the methodology.

Commercial

Pricing

Vendor-published figures are labeled as such. Figures labeled “Estimated” are derived from third-party sources and have not been confirmed by the vendor.

Entry Price Pricing Basis Data Protection Terms Implementation Source
Not published. Quote only across the management systems, the agent platform and the compliance network, with no published band, unit of billing or contract term
Not published on any vendor surface. The estate spans three tiers of agency management system, a client portal, client communications, certificates, benefits brokerage software, insurance reference content, managing general agent workflows and a producer licensing and compliance network, and nothing published indicates whether charging follows users, agency size or revenue, policies or transactions, modules, or subscription. The compliance network raises a separate undisclosed question, since it is a multi party transaction flow carrying a stated half of industry compliance volume and nothing describes which party pays or whether volume is a factor. No tiered data protection terms are published. There is no public trust center, SOC report or information security certification, and no data processing agreement, retention schedule or subprocessor list is published either. The one published statement adjacent to the subject describes security and transparency as backed by the company's corporate owner, an appeal to parentage rather than a control assessment a buyer can examine. Three data categories are in play for any terms obtained privately: insured personal and commercial information held by agencies and now read by email and document agents, producer licensing records held in the compliance network at industry scale, and carrier commission and statement data processed by the reconciliation agent. Nothing published states whether any of it is used to train or improve models. No implementation or professional services fee is published, and the company maintains a professional services organization, with enterprise deployment of its largest management system described in third party analysis as running through that practice. Independent cohort analysis scores implementation as a relative weakness in this market, characterizing full deployments of the flagship and enterprise management systems as multi month and migration heavy, and separately lists the absence of a published implementation duration commitment for a mid size migration as an open question. That assessment is an outsider's rather than the vendor's, and nothing the company publishes contradicts or quantifies it. The artificial intelligence agents sit at the other end of the effort scale, described as embedded directly into systems customers already run, and no separate enablement cost or configuration timeline is published for them either. Third Party Estimated

The company's site, press archive and product pages publish no price, unit or tier for any product, and third party coverage adds none. Independent cohort analysis of this market finds the same and treats quote only pricing as a scoring penalty. It also lists the absence of a published per seat band for the management systems as an open question for the company.

The company is owned by the publicly traded Roper Technologies following an acquisition valued at roughly $5.35 billion, so segment level financial disclosure exists at the parent, but no product level pricing reaches the market. Two commercial questions are live. The first is whether the Velocity agents released through 2026 are included with the underlying systems or licensed separately, since they shipped into specific products at specific dates rather than as a platform wide upgrade. The second is how the compliance network is charged across a transaction flow with producers, agencies, carriers and regulators all party to it.

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AI FinTech Index

The AI FinTech Index is an independent index that tracks changes to AI vendors in financial services. It holds 610 vendors across banking, lending, insurance, wealth, capital markets and financial crime compliance, each graded on the same 15 capability axes from public sources. No vendor pays for inclusion, placement, or rating.

Index Status
Last index update
October 20, 2026
The AI FinTech Index is an editorial reference, not a regulatory body. Vendor data is verified against published sources and public regulatory filings. Figures labeled “Estimated” have not been confirmed by the vendor. See the Methodology page for evaluation standards and limitations.
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