Directory of AI vendors for insurance brokers and distribution
The AI FinTech Index holds 6 of them, each graded on the same 15 capability axes from public sources, with the artifact every grade was read from attached to the record.
No vendor pays for inclusion, placement or rating. Counts generated 2026-08-24 across 490 indexed vendors. What moved is in the change log.
The buyer is the broker or agency rather than the carrier, which changes whose obligations the software has to satisfy and who carries the advice risk. Ask what the system does at the point a recommendation becomes advice.
What is in this directory. Screened to placement, submission and commission operations on the distribution side. Carrier underwriting is held separately.
Part of the wider Insurance AI category.
What the public record shows in this directory
The share of the 6 indexed vendors here whose public record answers each of the nine regulatory questions a financial institution diligence process works through, and where this directory ranks against the other 50 directories in the index on the same question, highest share first. A thin share means the public record is thin, not that a control is absent.
The AI FinTech Index lists 6 AI vendors for insurance brokers and distribution, graded on 15 capability axes from public sources with no paid placement and no aggregate score. Across this directory the best documented part of the public record is regulatory status and licensure at 50 percent, and the thinnest is liability and customer recourse at 0 percent, which is 47 highest of 50 directories in the index on that question. Across the whole index of 490 vendors, none documents all nine regulatory axes in public and the average documents 2.94.
Source: AI FinTech Index, August 2026
| Vendor | Category | AI Centrality | Website |
|---|---|---|---|
|
F
Feathery
Feathery automates the data intake and operational workflows that sit between clients, brokers, advisers and carriers, extracting structured information from documents, emails and voice recordings and moving it into the systems of record where work actually happens. It pairs an operating layer that structures client data across those systems with a decisioning layer that surfaces insights back into workflows, and a plain language assistant called Robin that builds and deploys new workflows without engineering involvement. Customers span insurance carriers, insurance brokers, registered investment advisers and broker dealers.
|
Insurance AI | B | feathery.io |
|
F
Fintary
Fintary automates insurance commission operations for brokerages, agencies, managing general agents, carriers and wealth firms, using models to extract commission data from carrier statements that arrive in every conceivable format and validate it, then running the calculation engine that handles hierarchies, splits, overrides, bonuses, chargebacks, trails and advances. It reconciles what carriers actually paid against what was expected so revenue leakage surfaces, distributes payouts, and gives producers a white labelled portal showing their own earnings around the clock.
|
Insurance AI | B | fintary.com |
|
H
Herald
Herald builds placement infrastructure for commercial insurance, connecting brokerages to more than 35 carrier partners and 80 insurance products through a single application programming interface covering cyber, management liability, professional liability, business owners policy, general liability and workers compensation. Brokerages embed the interface into their agency management system, customer relationship system or a platform of their own so brokers can quote and bind in real time, and the company is building an open data standard for broker to carrier transactions. In July 2025 Herald acquired Babbix, an email native artificial intelligence agent for brokers, and made its founders the leaders of a new AI division. That agent now works inside the broker's inbox, extracting client data, resolving gaps at intake and sending submissions to carriers, alongside a placement system that lets brokerage leaders direct activity toward preferred carrier partners. Herald states it works with eight of the 25 largest brokerages.
|
Insurance AI | C | heraldai.com |
|
O
Outmarket AI
Outmarket AI automates the document work that fills a commercial insurance brokerage, connecting into the agency management system of record and reading carrier quotes, policies, applications and loss runs to produce comparisons, coverage gap analyses, policy checks confirming that what was bound matches what was applied for, proposals and appeal packages. A commercial insurance knowledge graph supports carrier appetite matching in natural language, and the platform spans commercial, benefits, personal and specialty lines for retail brokers, managing general agents, wholesalers and carriers.
|
Insurance AI | A | outmarket.ai |
|
P
Pasito
Pasito converts unstructured benefit plan documents and employee census files into a structured data layer, then runs agents across the group health, life and retirement benefits lifecycle covering plan construction, quoting, marketing, enrolment, support and claims operations. It sells to insurance carriers, benefits consultants and brokers, retirement advisers and recordkeepers, and to employers directly, and publishes a plan construction accuracy figure measured against a named industry benchmark.
|
Insurance AI | B | pasito.ai |
|
X
Xaver
Xaver sells banks, insurers and brokers an AI platform for life insurance and private pension distribution, built on its own model trained for financial services use cases and compliance. Its platform runs autonomous AI advisers that engage customers through chat, voice and avatar channels, alongside personalised digital funnels that aggregate and analyse customer data to prepare a subsequent in person consultation, so the same system supports fully digital and hybrid journeys. A second component supplies white labelled private pension products, including the pan European pension product, positioning the company around Germany's forthcoming retirement reform and the new state supported retirement account it creates. The company claims sales and operational efficiency gains of up to 65 percent and frames its purpose as closing Europe's pension gap.
|
Insurance AI | A | xaver.com |
Common questions
Is there a directory of AI vendors for insurance brokers and distribution?
Yes. The AI FinTech Index lists 6 AI vendors for insurance brokers and distribution, each graded on the same 15 capability axes from public sources, with the artifact every grade was read from attached to the record. No vendor pays for inclusion, placement or rating, no vendor is contacted before it is listed, and nothing sits behind a form. Counts generated 2026-08-24.
What counts as insurance broker and distribution operations in this directory?
Screened to placement, submission and commission operations on the distribution side. Carrier underwriting is held separately. The index holds 6 vendors meeting that screen, drawn from a wider Insurance AI category and from adjacent categories where the vendor belongs on the same shortlist. A vendor filed under a different category can still appear here, because a buyer building this shortlist does not sort by our filing.
What should a buyer check before shortlisting insurance broker and distribution operations vendors?
Start with what this segment does not publish. Across the 6 indexed vendors, the thinnest parts of the public record are liability and customer recourse at 0 percent, AI governance and bias testing at 0 percent, and deployment model and data residency at 17 percent. A thin public record predicts the length of a diligence process rather than the absence of a control, so these are the questions to put in writing early. The buyer is the broker or agency rather than the carrier, which changes whose obligations the software has to satisfy and who carries the advice risk. Ask what the system does at the point a recommendation becomes advice.
Other directories in Insurance AI
One category is several buying decisions sharing a label. Each of these narrows the same market to a different one.