AI FOR INSURANCE · UNITED STATES

AI agents for insurance that take the call, gather the details and hand advice to a licensed person.

We design, build, implement and support AI agents for independent agencies, MGAs (managing general agents) and small carriers.

Founder replies within 24 hours. No spam, no obligation.

An agent answers the phone, takes a first notice of loss, collects quote details, drafts certificate requests and sends renewal reminders. Advice, coverage answers and binding, which means putting coverage in force, stay with your licensed people. Some of this needs nothing built, since Applied, Vertafore and EZLynx include AI in their management systems. Where a job needs your own script and your own systems, we build it and stay on after launch. Before any work starts, you hold a fixed quote in writing.

Working demo on your data, then the contract500+ businesses servedFounded 201431 source pages read 11 Oct 2026
A woman with dark curly hair wearing a black telephone headset and a navy cardigan writes on a notepad at a wooden desk, beside an orange folder, a stack of manila folders and a white mug
What arrives, what the agent does, who decides
  • A policyholder calls after an accident. The agent takes the first notice of loss and writes one note. Your claims contact takes it from there.
  • A prospect asks for a quote. The agent collects the details your rater needs. A licensed agent quotes and advises.
  • A contractor needs a certificate today. The agent drafts it from the policy on file. Your account manager reviews and issues it.
  • A renewal date is coming up. The agent sends the reminder and books a review. Your producer runs the review.
Short answer

AI for insurance, in an agency or MGA office, is software that does one routine job and stops where judgment starts. It answers the phone, takes a first notice of loss, collects quote details, drafts a certificate request or sends a renewal reminder. Then it hands advice and binding decisions to a licensed person.

Two-thirds of independent agencies plan to use more AI in the next 12 months, and 8% say it is already part of daily work, according to the Big “I” Agents Council for Technology 2026 Tech Trends Report. Your management system may cover part of the job. Our count on Vertafore’s site on 11 Oct 2026 found eight Velocity AI agents, five of them marked Live. None of the eight descriptions mentions answering a phone call.

Big "I": 2026 Tech Trends ReportVertafore: Agentic Agency

Already in your system

What four agency management systems already ship for AI.

An agency management system, or AMS, holds an agency’s clients, policies and accounting. Read this section before you spend anything. The cards repeat what each vendor’s own pages said on 11 Oct 2026. Where one of them covers your job, switching it on beats building. For what a build involves, see AI agent development.

  • Applied Epic

    Agency management system · Applied Systems

    Applied calls Applied Epic the world's most widely used agency management system for mid-size and enterprise independent agencies. Its page lists automatic email summaries, data prefill and an embedded renewals application that uses AI to highlight coverage gaps in commercial accounts. Applied Recon matches carrier statements with AI and asks you to confirm its suggestions. Applied says it acquired the insurance AI company Planck in 2024, and that humans retain ultimate control over any AI-driven action.

    Applied: Applied EpicApplied: AI

  • Vertafore AMS360

    Agency management system · Vertafore

    The AMS360 page showed five Velocity AI agents inside the product. Two were marked Live when we read it. Email Agent interprets incoming emails, summarizes them and triggers the right workflow. Reconciliation Agent matches carrier statements to agency transactions. Coach, Policy Intake and Policy Check were marked Early Adopter. The same page describes Certificates in AgencyOne, which creates and issues certificates from AMS360 data.

    Vertafore: AMS360Vertafore: Agentic Agency

  • HawkSoft

    Agency management system · independently owned

    HawkSoft says it has made management systems since 1995 and is independently owned. On the pages we read, AI comes mainly through partners. Its partner page showed 26 partners labeled Two-way API Integrated when we counted, and five of them sell voice AI. HawkSoft also sells Self-Service Certificates, a portal where insureds add certificate holders and generate certificates themselves, for a flat $49 a month per agency. Its HawkSoft+ bundle adds Rocket Referrals for automated client messages.

    HawkSoft: management systemHawkSoft: partnersHawkSoft: Self-Service CertificatesHawkSoft: automated communications

  • EZLynx

    Agency management system · part of Applied Systems

    EZLynx describes an all-in-one management system made for independent agencies. Its AI tool is the EZLynx Virtual Assistant, EVA. EVA drafts emails for you to review and edit, summarizes a client's emails, texts and notes, and watches incoming texts for requests such as an ID card or coverage details, then replies. For renewals, EZLynx says its workflows can email lower-risk clients automatically and that Automated Renewal Quoting retrieves remarketed rates, meaning fresh quotes from other carriers, for at-risk policies.

    EZLynx: management systemEZLynx: EVAEZLynx: renewals

All four publish a route for outside software, usually an API, the technical name for a controlled doorway between two programs. Applied says APIs and granular security controls support integrations with third-party applications. Vertafore describes an open platform and APIs behind its Orange Partner Program. HawkSoft points to its Partner API connections, and EZLynx calls its technology partner program EZLynx Connect. The vendor grants the access, so a custom build starts by asking what your subscription lets an integration read and write.

Applied: Applied EpicVertafore: Orange PartnersHawkSoft: management systemEZLynx: technology partners

What we found on 11 Oct 2026

Four counts from that day.

  • Ten US Google searches on AI and insurance, run that day, each came back with an AI Overview. The Big “I” ranked first on two of them, and Applied’s site was on the first page for five.
  • On five of the ten, Google’s question box asked whether AI will take over insurance agents’ jobs. The wording differed each time.
  • Vertafore’s Agentic Agency page listed eight Velocity AI agents, five marked Live and three Early Adopter. None of the eight descriptions mentions a phone call or a first notice of loss.
  • HawkSoft’s partner page showed 26 partners labeled Two-way API Integrated. Five of the 26 sell voice AI: Cara, Gail, Liberate, PolicyLift and Sonant.

Vertafore: Agentic AgencyHawkSoft: partners

Switch on, subscribe or build

Five questions that settle whether to switch on, subscribe or build.

Take them in order. For many offices the search stops at question one or two, with a setting to switch on or a product to trial.

Our work starts at question three, with a job that needs your own script, your own records or more than one system.

Vertafore: AMS360EZLynx: EVASonant: integrationsHawkSoft: partners

  1. 01

    Does the job live inside your management system?

    Email triage, account summaries, renewal emails and statement reconciliation ship inside AMS360 and EZLynx today. Switch those on before you subscribe to or build anything.

  2. 02

    Is it standard phone answering?

    Ready-made voice products exist, and several connect to the main systems. Sonant names six management systems on its integrations page. HawkSoft's partner page showed five voice AI partners with two-way API integration when we counted.

  3. 03

    Does it need your own script, or your phone line and two systems at once?

    This is custom agent territory. Examples are a claim intake that follows your carrier's questions, a certificate drafted from your own policy records, and a reminder that goes out on WhatsApp and is logged in HubSpot.

  4. 04

    Can the hand-off rules be written down?

    List what the agent may answer from the record and what it must pass to a licensed person. If your service team can agree that list on one page, an agent can follow it.

  5. 05

    Who receives each hand-off?

    Name one person or one queue for claims, one for service requests and one for certificates before anything is built. A hand-off with no owner becomes a call nobody returns.

Three routes

Switch on what you own, subscribe to a product, or have an agent built.

Each route suits a different office. During scoping you hear which route we would pick if the office were ours, with the reasons.

01 AI inside your management system02 A ready-made insurance AI product03 An agent built around your office
What it isAgents and assistants shipped inside Applied Epic, AMS360 or EZLynxA phone, renewal or document product you subscribe to, such as Sonant, Gail or QuandriAn agent designed around your script and your systems, built for you
What starts the workAn email, a text or a carrier statement arriving in that systemA forwarded phone call, or a renewal date coming up in your bookWhatever arrives: a call, a certificate request, a claim report or a PDF
Who writes the scriptThe vendor writes it and you pick the settingsThe vendor, tuned to your agencyYour office, on paper, ahead of the build
Who advises and bindsYour licensed people. Applied says humans retain ultimate control over AI-driven actionsYour licensed people. Sonant lists call transfer to human agentsYour licensed people. The hand-off list is written before the build
How you payInside your subscription, or as an add-on from the vendorA subscription. Gail lists its Gail Agent plan at $425 a month billed annuallyTwo fixed prices in writing, for the build and for support, agreed after a scoping call
Who fixes itThe system vendorThe product vendorThe team that built it
Right call whenEverything the job needs sits in that one systemThe job is standard phone answering or renewal outreachThe job follows your own script, or crosses your phone line and two systems
Read on each vendor's own site on 11 Oct 2026. Prices are list prices and can change.

Six jobs

Six jobs in an insurance office where an agent takes the first pass.

On each card you will find the agent’s part, the part your system or a subscription product already handles, and the point where a build makes sense. Every job ends with a hand-off to a licensed person. For the phone jobs, see our AI receptionist page. For the paperwork, see document intake AI agents.

01

First notice of loss by phone

A policyholder calls after a crash, a break-in or a burst pipe, often when the office is closed. A voice agent answers and takes the first notice of loss (FNOL), which is the first report of a claim, then passes it on as one complete note.

  • Confirms who is calling and finds the policy in your management system
  • Asks what your claims contact would ask: what happened, when and where, who was involved and whether anyone was hurt
  • Writes one note to the client record and alerts the person on call
  • Puts the call through to a person if the caller reports an injury, is distressed or asks for someone

Check first. Whether a loss is covered and what happens next stay with the adjuster and the carrier. The agent collects and hands over. Ready-made products exist for this job. Liberate says its voice AI handles FNOL from first hello to filed claim and hands off with context when a situation needs human judgment. Strada lists full first notice of loss intake over phone, chat or email. A custom build fits when intake has to follow your own script and land in your own systems.

Liberate: FNOLStrada

02

Quote intake

A prospect calls, fills in a web form or sends a message asking for a price. The agent collects what your rater needs, so a licensed agent can quote without calling back for missing details. A rater is the tool that compares prices across carriers.

  • Asks the questions for that line of business, such as drivers and vehicles for auto or the address and year built for a home
  • Checks the answers for gaps before a person sees them, for example a missing date of birth or VIN (vehicle identification number)
  • Opens the prospect in your management system or CRM and books a call with a producer, the person who sells the policy
  • Leaves the price, the coverage advice and the choice of carrier to the licensed agent

Check first. Rating is already inside two of the systems. Applied's page lists personal and commercial lines quoting within Applied Epic, and EZLynx describes an embedded comparative personal lines rater and a commercial submission tool. Sonant lists quote intake from a call into your AMS or rater. A custom agent stops where the rater starts.

Applied: Applied EpicEZLynx: management systemSonant

03

Policy service questions

Many calls and texts to a service desk are routine: an ID card, a payment date, a new address, a lender update. The agent answers what the record already shows and takes a clean request for everything else.

  • Looks up the client and the policy before it answers anything
  • Sends a document the record already holds, such as an ID card
  • Takes a change request, such as a new vehicle or driver, as a task for a licensed person to process
  • Hands any question about what a policy covers to a person

Check first. Check your system before anyone builds. EZLynx says EVA watches incoming texts for requests such as an ID card or coverage, vehicle or driver information and answers them automatically. Vertafore marks its Email Agent as Live. It interprets incoming emails, summarizes them and triggers the right workflow. A custom agent covers the channels and requests those leave open, starting with the phone.

EZLynx: EVAVertafore: AMS360

04

Certificate of insurance requests

A certificate of insurance tells a third party what coverage a client holds. ACORD, which publishes the standard forms the industry uses, says millions are issued every year. The agent drafts each one for your account manager to review and issue.

  • Reads the request, whether it arrives by email, portal or phone, and pulls out the name and address of the certificate holder, the party asking for proof
  • Checks what the requester asks for against the policy on file and lists anything the policy does not show
  • Prepares the certificate in your management system for a licensed person to review and issue
  • Sends the issued certificate to the requester and files a copy on the client record

Check first. ACORD's own FAQ says a certificate is not an insurance policy and does not amend, extend or alter one. So the agent reads coverage from the policy on file, never from the request. Two vendors ship certificate tools. HawkSoft's Self-Service Certificates lets insureds add holders and generate certificates in a portal, for a flat $49 a month per agency. Vertafore describes Certificates in AgencyOne, which uses AMS360 data.

ACORD: certificates FAQACORD: formsHawkSoft: Self-Service CertificatesVertafore: AMS360

05

Renewal reminders

Every policy has a renewal date, and each one is a reason to speak to the client. The agent sends the reminder, answers the simple replies and books the review.

  • Works from the renewal list in your management system
  • Sends the reminder by the channel the client chose, whether email, text or WhatsApp
  • Books a review call with the producer when the client wants to talk
  • Logs each message on the client record

Check first. Start with what you own. EZLynx says its renewal workflows can automatically email lower-risk clients, and that Automated Renewal Quoting retrieves remarketed rates for at-risk renewals. Quandri says it reviews every renewing policy and drafts policy-specific emails. A custom agent fits when reminders go out by WhatsApp or phone, or follow rules of your own. Ask your lawyer about consent before an AI voice calls anyone.

EZLynx: renewalsQuandri: renewalsFCC release on AI-voice calls, 8 Feb 2024

06

Document checks

Policies, endorsements, applications and loss runs arrive as PDFs. A loss run is a carrier report of past claims. The agent reads each document against what your system holds and lists the differences.

  • Compares an issued policy with the quote or application it came from
  • Flags a limit, a date, a name or an address that does not match the record
  • Checks that a submission holds every document on your checklist
  • Lists what it found and changes nothing. A person decides what to correct

Check first. Vertafore lists a Policy Check Agent, marked Early Adopter when we read the page, that compares issued policies against AMS360 data and source documents and recommends corrections for review. Bevaya lists pre-built agents for ACORD form extraction, loss run processing and policy to policy comparison. Sixfold sells AI for underwriters that reads loss runs and statements of values. A custom agent fits a checklist that is yours alone.

Vertafore: Agentic AgencyBevaya: agent librarySixfold

These are the jobs behind the searches. US search data from 11 Oct 2026puts “ai for insurance” at about 1,900 searches a month. Three searches that name agents (“ai insurance agent”, “ai for insurance agents” and “ai agents for insurance”) added about 420 between them.

The vendor details in the notes date from 11 Oct 2026.

Next step

Send us one job from your service desk. We will tell you the shortest route.

Claim calls after hours, certificate requests, renewal reminders or quote intake. Our reply sets out what your management system or a subscription product already handles, the part worth building, and a fixed written quote for that part.

Scope my agentBhavesh replies within one business day.

Who keeps control

A written hand-off list, read-only access and a named owner keep an agent in its lane.

Your management system sees an agent as one more user account. Its login sets the limit of what it can touch. Applied says humans retain ultimate control over any AI-driven action, and Vertafore describes human-in-the-loop controls in its own AI.

There are eight controls here. Three come with your software, three we set up, and two stay with your licensed people.

Applied: Applied EpicApplied: AIEZLynx: EVAVertafore: Agentic AgencyHawkSoft: Self-Service Certificates

  • A login with limits
    Your software provides

    Applied's page lists client and user-based permissions and branch and group hierarchies under Applied Epic's flexible configuration, and granular security controls for integrations.

  • AI output a person confirms
    Your software provides

    The vendors build review in. Applied says you confirm the suggestions Applied Recon makes. EZLynx says you review EVA's email draft and edit it before sending. Vertafore's Policy Check Agent recommends corrections for review.

  • Certificates you can pull back
    Your software provides

    HawkSoft says its Self-Service Certificates portal lets an agency choose who receives access links and revoke a certificate from the web portal at any time.

  • A written hand-off list
    We set up

    Advice, coverage answers, binding, endorsements (changes to a policy) and claim decisions are listed as hand-offs before the build starts. When a caller raises one, the agent takes the details and passes the call or the note to a licensed person.

  • Look before it writes
    We set up

    Version one can look at your records and cannot change them. Each write permission is added later, once you have reviewed the notes and drafts it produces.

  • A log of every call and draft
    We set up

    Each call is logged with its summary, the record the agent looked up and the note it wrote, so a reviewer can see what was said and what was done.

  • Advice and binding
    Your licensed people keep

    What a policy covers, which carrier to place with and when coverage starts stay with your licensed people. The agent prepares the file and they decide.

  • Claim decisions
    Your licensed people keep

    The agent takes the first notice of loss. Whether a loss is covered, what it is worth and what happens next belong to the adjuster and the carrier.

Where it goes wrong

Eight places an insurance AI project goes wrong.

Five rest on the linked pages from vendors, the Big “I”, ACORD and the FCC. Three are advice from us and carry no link.

  • A coverage question answered on the phone

    A caller asks whether a loss is covered. The agent should write the question down word for word and pass it to a licensed person. Set that rule before launch and test it on sample calls.

  • A certificate drafted from the request

    ACORD's own FAQ says a certificate of insurance is not an insurance policy and does not amend, extend or alter one. The draft has to come from the policy on file, and anything the requester wants that the policy does not show goes to a person.

    ACORD: certificates FAQ

  • Public chat tools and no written policy

    In the Big "I" Agents Council for Technology 2026 report, 45% of agencies said they use ChatGPT or other public AI models, and 55% had no written AI use policy. Write the policy before client data goes anywhere new. The same council publishes 20 questions to ask an AI vendor.

    Big "I": 2026 Tech Trends ReportBig "I": AI vendor evaluation

  • Paying twice for what your system already does

    Vertafore marks its Email Agent and Reconciliation Agent as Live in AMS360. EZLynx ships EVA for email drafts, account summaries and text replies. HawkSoft sells self-service certificates as an add-on. Read the feature list you already pay for before a build.

    Vertafore: AMS360EZLynx: EVAHawkSoft: Self-Service Certificates

  • Call notes that live outside the client record

    If the voice agent writes its summary to an inbox or a separate app, your team has two places to read. Every call, text and draft should land on the client record in the management system.

  • Outbound calls with an AI voice

    A 2024 FCC ruling treats an AI-generated voice on a call as 'artificial' under the TCPA, the law the FCC uses to limit junk calls. The FCC says telemarketers need prior express written consent from consumers before robocalling them. Take legal advice before an AI voice dials out to anyone.

    FCC release on AI-voice calls, 8 Feb 2024

  • A storm weekend with no plan behind the phone

    Claims calls arrive together after hail or a flood. A voice agent can take many calls at once, but the hand-off behind it has to be planned: who is on call, what counts as urgent and when each caller will hear back.

  • No named person for hand-offs

    Applied says humans retain ultimate control over any AI-driven action, and Vertafore says its AI has human-in-the-loop controls. Build the same rule into a custom agent and put a name against claims, service requests and certificates.

    Applied: AIVertafore: Agentic Agency

Who you would work with

What FactoryJet brings to the build.

FactoryJet has been in business since 2014, and more than 500 businesses have used its services. Published client work is in our case studies.

  • What we build

    Voice agents · ERP agents · integrations

    FactoryJet builds AI voice agents for call centers as well as small offices. On Odoo, NetSuite, SAP Business One, ERPNext and custom ERPs, our agents have handled RFQs (requests for quote), quoting, purchase orders, sales orders and daily bookkeeping. Our integration work covers HubSpot, WhatsApp, Xero and EDI (electronic data interchange). An insurance office needs the same parts: a phone line, a record system and a queue of documents.

    See AI agent development
  • A demo before the contract

    A demo on your own material

    You see working software running on your own data before any contract is signed. For an insurance office that would be your call script on a test line, or a set of your past requests drafted for you to check against what your team sent.

    Book a demo on your own calls and files
  • How long we have been at it

    Founded 2014 · 500+ businesses served

    The company started in 2014. Since then it has delivered work for more than 500 businesses, and today it is an ecommerce and AI services firm that designs, builds, implements and supports what it ships.

    Read about FactoryJet
  • Who looks after it

    Managed after launch

    A short scoping call comes first. Then FactoryJet puts two fixed prices in writing, one to build the agent and one to support it. After go-live FactoryJet stays responsible for the servers, AI models, API connections and maintenance behind the agent. You own what we build.

    See monitoring and support

Who this is for

Four kinds of insurance office this suits.

ACORD says millions of certificates of insurance are issued every year, primarily in the United States, and that most are issued at policy renewal. That one document shows how the whole office works. A request arrives, someone looks up the policy, someone types the answer.

An MGA, or managing general agent, underwrites and manages policies on behalf of carriers, the trade’s word for insurance companies. MGAs and wholesale brokers have systems of their own. Vertafore sells one called AIM, which it says brings underwriting, policy administration, accounting, claims and reporting together and integrates through an API library.

ACORD: certificates FAQVertafore: AIM

For a claims or service line with high call volume, see AI call center agents.

  • A man with gray hair and glasses in a light blue shirt holds sheets of paper at a round wooden table while a woman with long braids in a mustard sweater sits opposite holding an orange pen

    Independent agencies

    Phones, texts and email compete with the client sitting in front of you. A voice agent answers, takes the details and books the call-back, and the note lands on the client record.

  • A woman with a blonde ponytail in a white shirt hands an orange folder across a reception counter to a man in a tan work jacket who holds a white hard hat under his arm

    Agencies with a commercial book

    Contractors and landlords ask for certificates the same day. The agent drafts each one from the policy on file for an account manager to review and issue.

  • A man in a charcoal sweater holds an open manila file while a silver-haired woman in a burgundy blazer points at it, beside an orange box of paper files on a white table

    MGAs and wholesale brokers

    Submissions arrive by email with ACORD forms, loss runs and schedules attached. The agent checks each one is complete and lists what is missing before an underwriter opens it.

  • A woman in a navy fleece jacket holding a clipboard and a man in a green plaid shirt stand in a living room, and the man points up at a brown water stain on the ceiling above an orange bucket

    Small and regional carriers

    Claims calls peak after a storm. A voice agent takes each first notice of loss in full and hands the adjuster one complete note to start from.

Process

Six steps from a week of calls to a live agent.

We start with what your management system already does. Then one job is chosen, shown on your own material and built with read-only access. Once it is live, AI agent monitoring and support takes over, with a re-test after every change to your software or the AI models. For chat and email on the same desk, see AI customer support agents.

A single-job pilot typically takes two to four weeks. Production work, with permissions, logging, hand-off rules and monitoring in place, typically takes six to twelve weeks.

  1. 01

    List a week of calls, messages and paperwork

    Which calls, emails and forms come in, and how long each takes. We ask where the records live and what your management system lets outside software read and write.

  2. 02

    Check what your system already ships

    If Applied, Vertafore, HawkSoft or EZLynx already covers the job, or one of their partners does, we tell you which one and you can stop there.

  3. 03

    Pick one job and write its script

    One job, such as after-hours claim intake or certificate requests. The questions to ask, the hand-off list and the named person who receives each hand-off go on paper.

  4. 04

    See it on your own material

    A first version runs on your own material before you sign anything: your call script on a test line, a past certificate request or a month of past renewals.

  5. 05

    Start the build in read-only mode

    The agent signs in under its own account, limited to what the job requires. Reading comes first, and each kind of write is switched on separately.

  6. 06

    Shadow your team first, then keep supporting it

    For an agreed period your team reviews every note and draft, and the script is corrected where it falls short. After go-live, its builders keep reading the logs, test it again whenever your systems or the AI model are updated, and repair faults.

Products you can subscribe to

Eight ready-made AI products for insurance, by job.

FactoryJet wrote this list and sells none of these products. Every entry was read on the vendor’s own site on 11 Oct 2026. Three answer phones, one handles renewals, two read documents and two cover several jobs. Figures and claims in each line are the vendor’s own.

The order follows the job each product does and implies no ranking. An agent we build can sit beside one of them. It covers the script, the channel or the system the product leaves open.

  1. 01

    Sonant

    Phone answering · agencies and brokers

    Calls itself the AI receptionist for insurance, for property and casualty agencies, brokers and distributors. Its site lists call transfer to human agents, quote intake into your AMS or rater, appointment scheduling and post-call notes. Its integrations page names AMS360, Applied Epic, EZLynx, HawkSoft, Momentum AMP and QQCatalyst.

    SonantSonant: integrations

  2. 02

    Gail

    Voice, text, chat and email · list price shown

    Describes conversational AI, workflow automation and AI assistants in a single platform, built for insurance, banking and lending. Its pricing page lists a free tier and a Gail Agent plan at $425 a month billed annually, or $600 on a monthly plan, with 50 hours of voice time a month.

    GailGail: pricing

  3. 03

    Liberate

    Claims, service and sales by voice

    Says its voice AI answers every call and resolves FNOL, claim status and policy questions, and hands off with context when a situation needs human judgment. Its site says it connects to Guidewire, Duck Creek, Applied, Vertafore and Snapsheet, and that customers go live in 6 to 8 weeks.

    LiberateLiberate: FNOL

  4. 04

    Strada

    Claims and servicing · carriers, TPAs and MGAs

    Says its agents complete claims and servicing work for carriers, TPAs (third-party administrators) and MGAs inside the systems they already run on. Its site lists full first notice of loss intake over phone, chat or email, and certificate of insurance issuance that validates coverage and delivers the certificate to the requester.

    Strada

  5. 05

    Indemn

    Intake, quoting, service and renewals

    Says it handles repetitive intake, quoting, service and renewal work for retail agencies, carriers and MGAs. Its site says that when a case requires judgment, a relationship or a consequential decision, it routes the case to the right person with the context attached.

    Indemn

  6. 06

    Quandri

    Renewals · agencies

    Its renewals page lists policy checking, remarketing and renewal outreach. Quandri says it connects to your agency management system, reviews every renewing policy and drafts policy-specific emails so each client hears from you before renewal.

    Quandri: renewals

  7. 07

    Bevaya

    Documents · underwriting, claims and policy servicing

    Lists a library of pre-built agents for insurance documents, including submission intake, loss run processing, ACORD form extraction and policy to policy comparison. The roots.ai address redirected to bevaya.ai when we opened it, and the page footer reads Roots Automation, Inc. dba Bevaya.

    Bevaya: agent library

  8. 08

    Sixfold

    Underwriting · carriers and MGAs

    Calls itself AI for insurance underwriters. Its site says it reads documents such as loss runs and statements of values and cites every fact to its source. Its life and health section says underwriters review and own the final call.

    Sixfold

Method

Sources, read on 11 Oct 2026.

Anything said here about another company, whether a product name, a feature, a count or a price, comes from that company’s own pages as they stood that day. The agent counts are ours, made on the linked pages. These pages change. Follow the link and read the current version before you rely on a detail.

Search volumes are monthly US figures from DataForSEO for that day. The ten Google result pages came through the same service, set to US and desktop. The survey figures are from the Big “I” news release of 19 February 2026 on its Agents Council for Technology report. The FCC release was read in the FCC’s own text copy of the same document.

Reviewed and updated 2026-10-11 · Bhavesh Barot, Founder

AI for insurance FAQ

Straight answers on AI for insurance.

Questions from agency owners, operations leads and MGA managers who are weighing up an agent. Where an answer cites a vendor, it reflects that vendor's own pages on 11 Oct 2026.

What AI does in insurance

What is AI in insurance?

In an agency, MGA or carrier office, it means software given one routine job, which stops where judgment starts. It answers the phone, takes a first notice of loss, collects quote details, drafts a certificate request or checks a document against the record. Advice, coverage answers and binding stay with licensed people. Management systems now ship some of this themselves, and custom agents cover the jobs those leave open.

How can an insurance agent use AI?

Start with the jobs that repeat. In the Big "I" Agents Council for Technology 2026 report, the AI tools agencies named most were ChatGPT or other public models (45%), policy comparison tools (20%) and AI marketing tools (18%). Only 13% used AI chatbots or virtual assistants. In our view the service desk is the place to look next: answering calls, taking claim and quote details, drafting certificate requests and sending renewal reminders, each with a person approving the result.

What is the best AI tool for insurance agents?

It depends on the job, so we group tools by job and leave ranking aside. For work inside your management system, use what the vendor ships, such as the Velocity AI agents in AMS360 or EVA in EZLynx. For phone answering, Sonant, Gail and Liberate each sell a ready-made product. For renewals, look at Quandri. When the job runs on your own script or spans two systems, commission a custom agent.

Which AI is best for insurance?

The answer changes with the kind of firm. For an independent agency, the AI inside the management system and a phone agent are the two places to start. For an MGA, a sensible first job is submission intake and document checks, where Bevaya and Sixfold sell products. For a carrier it is claims intake, where Liberate and Strada do. Ask each vendor for a trial on your own calls or files before you choose.

Is AI going to replace insurance agents?

No. Google put this question, worded five different ways, on five of our ten searches of 11 Oct 2026, so it is on agents' minds. Vertafore's own answer is that insurance still depends on human expertise, judgment and relationships. The agents we build take details, book calls and draft paperwork. Advice, coverage answers and binding stay with a licensed person.

What does an AI agent do in an insurance agency?

Think of it as a program with one office job, which it carries from the first contact to the hand-off. A voice agent answers a call, confirms who is calling against your management system, asks the questions your staff would ask and writes the note to the client record. A document agent reads a policy or an application and lists what does not match. Each one hands advice and decisions to a person.

What is an insurance chatbot, and is it the same as an AI agent?

An insurance chatbot answers typed questions on a website or in a messaging app. An AI agent does a job. It looks up the client, takes a claim or quote request, books a call and writes the note to your system, and it can work by phone, text, web chat or WhatsApp. In US search data pulled on 11 Oct 2026, "insurance chatbot" drew about 170 searches a month and "ai for insurance" about 1,900.

Can an AI agent take a first notice of loss by phone?

Yes. The agent answers at any hour, confirms the caller and the policy, and asks what happened, when, where and who was involved. It writes one complete note and alerts the person on call. Whether the loss is covered and what happens next stay with the adjuster. Liberate and Strada sell ready-made products for this job, and a custom build fits when intake must follow your own script.

Can an AI agent handle certificate of insurance requests?

The reading and the drafting, yes. The agent pulls the holder's name and address from the request, checks what is asked for against the policy on file and prepares the certificate for a licensed person to review and issue. ACORD's own FAQ says a certificate is not a policy and does not alter one, so anything the policy does not show goes to a person.

How to use AI in insurance marketing?

Start with the tools in your management system. Vertafore says AMS360 includes Vertafore Client Communications, which drafts emails with AI for renewals and campaigns. EZLynx says EVA drafts an email to the length and formality you choose, for you to review before sending. HawkSoft bundles Rocket Referrals for automated client messages and review requests. A custom agent adds follow-up by phone, text or WhatsApp to people who asked you for a quote.

Agency management systems

What software do insurance agents use?

Most independent agencies run on an agency management system, or AMS. Vertafore describes an AMS as specialized software that helps agencies manage client policies, handle accounting such as billing and commissions, and automate workflows in one place. Four examples are Applied Epic, Vertafore AMS360, HawkSoft and EZLynx. Around it sit a rater for quotes, a phone system and often a CRM, which is a customer relationship management tool.

What is the best software for insurance agents?

We build agents and leave ranking management systems to the agencies that use them. The vendors describe their own fit. Applied says Applied Epic is for mid-size and enterprise independent agencies. EZLynx says it is made for independent agencies, not enterprise IT departments. HawkSoft says it was created by independent agents and is independently owned. Vertafore says thousands of agencies trust AMS360.

Does Applied Epic have AI?

Yes. Applied's page for Applied Epic lists automatic email summaries and data prefill, and an embedded renewals application that uses AI to highlight coverage gaps in commercial accounts. Applied Recon uses AI to match carrier statements and asks you to confirm its suggestions. Applied says it began its AI work in 2023, acquired the insurance AI company Planck in 2024, and keeps humans in control of AI-driven actions.

Does Vertafore AMS360 have AI agents?

Yes. On 11 Oct 2026 the AMS360 page showed five Velocity AI agents. Email Agent and Reconciliation Agent were marked Live. Coach Agent, Policy Intake Agent and Policy Check Agent were marked Early Adopter. Vertafore's wider Agentic Agency page listed eight agents in all. None of the eight descriptions mentions answering a phone call, which is the gap that voice products and custom voice agents fill.

Does HawkSoft have AI?

On the HawkSoft pages we read on 11 Oct 2026, AI comes mainly through partners. The partner page showed 26 partners labeled Two-way API Integrated, and five of them sell voice AI: Cara, Gail, Liberate, PolicyLift and Sonant. HawkSoft also bundles Rocket Referrals, which it says includes AI features that tailor outreach. If you run HawkSoft, read that partner page before you commission a build.

Does EZLynx have AI?

Yes. EZLynx calls it EVA, the EZLynx Virtual Assistant. Its page lists five features: Email Content Assist, Account Summarization, Product Assistance, Automated Text Replies, and email and account summaries inside Outlook. Automated Text Replies watches incoming texts for requests such as an ID card or coverage, vehicle or driver information and answers them. EZLynx says the email drafts are yours to review and edit before sending.

Can a custom AI agent connect to our agency management system?

Usually, through the route the vendor provides. Applied says APIs and granular security controls support integrations with third-party applications. Vertafore describes an open platform and APIs behind its Orange Partner Program. HawkSoft says its Partner API connections let agencies integrate third-party tools, and EZLynx runs a technology partner program called EZLynx Connect. The vendor grants the access, so step one is asking what your subscription lets an outside integration read and write.

Calls, chat and reminders

Can AI calling agents be used for insurance companies?

Yes for answering your own line: claim intake, quote details, service requests and call-backs. Calling out is a separate question. The FCC's release of 8 February 2024 says AI-generated voices in calls count as 'artificial' under the TCPA, the Telephone Consumer Protection Act. It adds that FCC rules make telemarketers get prior express written consent from consumers before robocalling them. Get a lawyer's view before you run outbound calls. Nothing here is legal advice.

How much does an AI receptionist for an insurance agency cost?

For a ready-made product, one of the vendors we read shows a list price. Gail's pricing page on 11 Oct 2026 listed its Gail Agent plan at $425 a month billed annually, or $600 on a monthly plan, with 50 hours of voice time a month. On the pages we read, Sonant and Liberate showed no list price and asked you to book a demo. A voice agent written for your office is priced as a project. FactoryJet sets a fixed price in writing for that project and for the support that follows, once a short scoping call is done.

What happens when a caller asks a coverage question?

The agent takes the question down and hands it to a licensed person. If someone is free, it transfers the call with a short summary. If nobody is, it books a call-back and tells the caller when to expect it. We write these hand-off rules with you before launch and test them on sample calls. The agent does not tell a caller whether something is covered.

Can an AI agent send renewal reminders?

Yes. It works from the renewal list in your management system, sends the reminder by email, text or WhatsApp, answers simple replies and books a review with the producer. Check your system first, because EZLynx says its renewal workflows can email lower-risk clients automatically. For reminders by phone, ask your lawyer about consent before an AI voice calls anyone.

Control and hand-offs

Will the agent give advice or bind coverage?

No. We set it up to take details, book calls and draft paperwork. Advice, coverage answers, quotes, binding, endorsements and claim decisions are written down as hand-offs before the build starts, and each one goes to a named licensed person. The vendors draw a similar line. Applied says humans retain ultimate control over any AI-driven action, and Indemn says it routes consequential decisions to the right person.

Where do call notes and documents go?

Onto the client record in your management system, wherever its access allows. Each call leaves a summary, the details collected and the next step, filed against the right client and policy. Where a system will not accept a write from outside software, the agent sends the note to a shared inbox or task list your team already works from, and we tell you that at the start.

What should an agency check before an AI tool handles client data?

Start with the Big "I" Agents Council for Technology, which publishes 20 questions to ask when evaluating AI tools and a vendor checklist. Its 2026 report found that 55% of agencies had no written AI use policy, so write yours first. Ask every vendor, us included, where client data is stored, who can see it, what is logged and how a person reviews the output. Have your own counsel read the contract.

Working with us

What is the price of a custom-built AI agent for an insurance agency?

The price follows the work, meaning how many channels the agent covers, which systems it reads and whether it writes back to them. As a market guide, development firm ProductCrafters' 2026 breakdown puts a custom AI agent build between about $5,000 and more than $180,000 across all industries. Your own figure comes from FactoryJet in writing after a short scoping call, with the build and the support each priced at a fixed amount.

How many weeks does an insurance AI agent take to build?

A single-job pilot typically takes two to four weeks. Production work, with permissions, logging, hand-off rules and monitoring in place, typically takes six to twelve weeks. For an insurance office the pilot could be after-hours claim intake. Access to your management system and phone system is the biggest variable, and work moves fastest when you can share a test login and your call script at the start.

Can we watch the agent work before signing a contract?

Yes. A working first version, running on your own material, comes before any contract. For an insurance office that would be a first version of the voice agent running your claim or quote script on a test line, or a batch of your past certificate requests drafted for you to compare with what your team issued.

Who looks after the agent once it is live?

FactoryJet does. Management systems, phone systems and AI models all change, and an agent has to be tested again when they do. The people who built your agent keep reading its logs, test it again after each change and repair faults. Servers, AI models, API connections and maintenance all stay with FactoryJet, which leaves your office free of them.

Does our agency own the agent and the code?

Yes. The agent is built for your office, and the code, the call scripts and the written notes on how it works belong to you. Day-to-day care of the agent stays with FactoryJet. If you later take the work in-house or move it to another firm, all of it goes with you.

Does this work for MGAs and carriers as well as agencies?

Yes. The pattern is the same in each: collect, check, write the note and hand the decision to a person. For an MGA a sensible first job is submission intake, which means reading ACORD forms, loss runs and schedules and listing what is missing before an underwriter opens the file. For a small carrier it is first notice of loss by phone and claim status calls.

AI for insurance

Keep advice with your licensed people. Give the routine calls and paperwork to an agent.

Name the one job that eats most of your service desk's day. We look at what your management system includes, build a first version you can test on your own material, and keep supporting it once it is live.

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