AI for Insurance Agents in 2026: Quotes, Renewals, COIs and E&O

AI can now read a dec page into your agency management system, compare an issued policy against the quote, line up a renewal against a new carrier's offer, issue a routine certificate of insurance and answer the phone after 5 p.m. It can't recommend coverage, bind on your license or fight a claim for your insured. Use it on the paperwork around each policy, and keep the advice yours.

The selling is rarely what fills an agency's week. It's the renewal that came back with a steep increase and needs remarketing, the contractor who needs a certificate with an additional insured by noon, the endorsement request buried in a long email thread and the claim your insured wants you to chase. Below: that work piece by piece, the software built for each part, and the state rules that decide how client data may be handled.

Where an agency's hours go

O*NET, the Labor Department's occupation database, lists the duties in its insurance sales agents profile: keeping records and processing renewals, contacting underwriters to obtain binders, choosing the insurer that offers the coverage a client wants, consulting clients when a claim is filed and monitoring claims so they're settled fairly. The Occupational Outlook Handbook adds that agents must be licensed in each state where they work and that most states require continuing education.

Inside a property and casualty agency, that becomes a recurring list:

• Quoting a new household or business across several carriers, often re-keying the same driver and building data.
• Renewals and remarketing: spotting the big increases early, shopping them, explaining the options before the expiration date.
• Policy checking: making sure the issued policy matches what was quoted and bound.
• Certificates of insurance: holder names, additional insureds, waiver of subrogation wording, same-day deadlines.
• Endorsements and changes: a new vehicle, a new location, a mortgagee change.
• Claims hand-holding: first notice of loss, then calls and emails with the adjuster and the insured.
• Agency management system upkeep: activities, notes and attachments that prove what was offered and declined.
• Your license: renewals and CE hours in every state you're licensed in.

Agency tasks AI can help with today

Most useful AI for agents lives inside agency software: the agency management system (AMS), the comparative rater and add-ons that read carrier documents. General chatbots help with writing, but they shouldn't see a client's driver's license number or claim file unless the agency has vetted them the way the data security rules below expect.

Quoting across carriers

Comparative raters were saving agents re-keying long before the current AI wave. EZLynx's Rating Engine quotes home and auto from one entry, citing 330 carriers across 48 states, and pre-fills driver, vehicle and building details; its product page describes lookups and pre-fill, not AI. Where AI is starting to appear is before the rater: intake. A phone assistant that captures the prospect's vehicles and prior carrier at 8 p.m. gets you a quote-ready file in the morning, but the coverage conversation still needs you.

Dec pages, data entry and policy checking

Policy checking is the strongest case for AI in an agency, because an issued policy that quietly drops an endorsement you quoted is the kind of gap an insured discovers only at claim time. At its Applied Net 2026 conference, Applied Systems announced Epic Conductor, an AI layer inside Applied Epic that, as Insurance Business reported, starts with two jobs: extracting data from dec pages, applications and submissions into Epic, and checking each bound policy against the original quote for coverage gaps and missing endorsements. Applied claims the extraction cuts data entry by more than 50 percent; the article doesn't give availability or pricing.

Agencies on other systems have standalone options. Outmarket's Policy Check puts the expiring policy, quote, issued policy and AMS data side by side, rates each mismatch Critical, High, Medium or Low, and drafts a change-request email to the carrier when the error is theirs. Its page lists Applied Epic, AMS360 and Nexsure for writing approved fixes back.

Renewals and remarketing

Remarketing is where an account manager loses whole afternoons rebuilding the expiring coverage in a spreadsheet. InsurGrid announced in May 2026 that it turns carrier policy PDFs into structured coverage data and builds comparison tables showing coverage changes, premium differences and gaps against a new quote, for $99 a month. For HawkSoft agencies, a partnership with Exdion brings policy checking, quote comparison, proposal generation and endorsement workflows through Exdion's EyeQ portal.

A comparison table tells you that the new carrier drops ordinance or law coverage. It doesn't tell you whether this insured's older building needs it. That call, and the note in the file that you explained it, remain your job.

Certificates and endorsements

Certificate requests are high volume and low judgment until they aren't. Certificate Hero's Quick Issue lets a requester send a plain-language email with the holder's name, address and an email address, and the system creates the certificate and sends it, with no staff involvement described. That suits a plain proof-of-coverage certificate. A request that asks for additional insured status, primary and noncontributory wording or a waiver of subrogation should route to a person who checks that the policy carries the endorsement, because a certificate doesn't change the policy.

Phones, after-hours calls and call notes

Sonant sells an AI receptionist built for insurance agencies: it answers calls around the clock, transfers to your staff, captures quote details into your AMS or rater, schedules appointments and writes a call summary back afterwards. It lists integrations with Applied Epic, AMS360, EZLynx, HawkSoft, Momentum and QQCatalyst. Pricing isn't published. If a caller reports a loss at midnight, decide in advance what the assistant tells them and how fast the claim reaches the carrier.

The rules: NAIC data security and the AI model bulletin

Two NAIC models shape how an agency can use AI with client data: the Insurance Data Security Model Law, which applies to licensed producers, and the AI Model Bulletin, which is written for insurers but reaches agencies through carrier expectations.

The Insurance Data Security Model Law (Model 668) applies to every "Licensee", meaning anyone licensed under the state's insurance laws, which includes agents and agencies. Where a state has adopted it, a licensee keeps a written information security program, exercises due diligence in selecting third-party service providers and requires them to protect the nonpublic information they hold. Nonpublic information includes a driver's license number, account numbers and health information, which is most of what sits in a personal lines file. Licensees with fewer than ten employees, counting independent contractors, are exempt from the program section in the model, but states can differ, so check your own.

The NAIC adopted its Model Bulletin on the Use of Artificial Intelligence Systems by Insurers on December 4, 2023. It expects insurers to keep a written AI program to reduce the risk of adverse consumer outcomes, and it keeps insurers responsible for AI systems supplied by vendors. The NAIC's adoption map, current as of October 8, 2026, shows 29 jurisdictions that have adopted it, with California, Colorado, New York and Texas following their own insurance-specific AI rules. Utica National's June 2024 E&O newsletter for agents notes that although these bulletins are aimed at insurers, many of the same concepts apply to agencies.

The Big "I" (the Independent Insurance Agents & Brokers of America) collects a 2026 AI sample policy and vendor evaluation questions on its AI resources page, a useful starting point if your agency has no written policy yet.

What AI shouldn't do in an agency

AI shouldn't make the coverage recommendation. It can show that one carrier excludes water backup and another doesn't; deciding what this family should carry, and documenting that they declined the higher limit, is the advice your license covers.

• Binding stays with a licensed person. Software can prepare the binder request; whether to bind, and on what terms, is your decision under your appointment.
• Claims advocacy stays human. O*NET lists monitoring claims for fair settlement as part of the job. An AI summary of the adjuster's letter helps; pushing back on a lowball estimate is a conversation.
• E&O documentation needs your words. An auto-generated call note is a record, not proof that the insured understood an exclusion. Read it before it goes into the file.
• Licensing and CE are on you. Software can remind you of a renewal date, but the CE hours are yours to earn, and each state where you hold a license sets its own requirements.

Where Merlin fits for an insurance agent

Merlin handles the producer's own inbox and calendar, not the agency's books of business. Installed on your Mac and connected to the Gmail account and Google calendar you work from, it keeps a record of each person on your desk: the insured who emailed about a mortgagee change, the underwriter waiting on loss runs, the commercial client with a renewal review on Thursday.

Merlin isn't an agency management system or a rater. It doesn't quote, issue certificates, process endorsements, download carrier data or answer phone calls and texts. For those, use the tools above.

• Insureds waiting on you. The People panel's Needs you list flags an insured or underwriter whose personal message to you has sat 2 to 30 days with no answer from you in that thread. Carrier notices and no-reply mail are left out, and calls don't count, since it only reads email.
• Promises you made in email. Follow-ups Merlin spots in your email land in its To-do panel, such as "I'll have the umbrella quote to you by Friday", beside to-dos you add yourself.
• Replies you approve. When you ask Merlin's chat to draft a reply to an insured, the draft comes back for edits and goes out only after you confirm.
• Before a renewal review. Roughly ten minutes ahead of each calendar event, Meeting Brief sends a sourced note covering the attendees, earlier discussions with them and open commitments.
• Recorded reviews. A renewal meeting held on your Mac can be recorded in Merlin at no cost, while transcription with speaker labels comes with the paid plans. Tell clients you're recording and follow your state's consent rules.

Connecting a Gmail account full of insureds' details likely makes Merlin a third-party service provider under the data security rules above, so put it through the same vendor review as your other software.

How to start with AI at your agency this week

Pick the task that produces the most E&O risk per hour of staff time, because that's where a missed error costs the most; for most P&C agencies that's policy checking, followed by renewal comparisons.

1. Ask your AMS vendor what's included. Find out which AI features your Applied, Vertafore, HawkSoft or other plan already offers before buying an add-on.
2. Write a one-page AI use policy. Use the Big "I" sample and state which tools may see nonpublic information.
3. Vet one tool against Model 668. Get its data terms in writing: where client files are stored, whether they train models, and how a breach would be reported to you.
4. Pilot policy checking on 20 renewals. Compare what the tool flags with what your account managers catch on the same files.
5. Set certificate rules. Decide which certificate requests can go out automatically and which always need a person.

Agencies that hold a lot of client reviews by video can compare recorders in this guide to AI note takers, and Gmail labels can separate carrier mail from insured mail before any AI reads either.