Jared Lukes. Start here

Where to start · Updated 2026-10-26

How can an independent insurance agency use AI?

Use it on the work around the advice: quote prep and side-by-side comparison summaries, renewal reminders, answering staff questions from the policy documents, email drafts, and marketing. Client data goes only into tools the agency has vetted, and licensed agents give the advice. A 90-minute session is $450, a half-day workshop is $1,500, and a one-page AI policy is $750.

An independent agency sells judgment, and it spends most of the day on paperwork: quotes from several carriers, renewals, policy questions, and the same emails over and over. This page covers what to do in practice. It is not legal or compliance advice. Your state's rules, your carrier agreements, and your agency's compliance person decide what is allowed.

Where does AI save an agency the most time?

On the work that comes before and after the advice.

  • Quote prep. Pulling the details from an application or a prior policy into the format each carrier wants, so the account manager checks instead of retypes.
  • Comparison summaries. Turning quotes from several carriers into one plain side-by-side: coverages, limits, deductibles, exclusions, price. The agent reviews it before the client sees it.
  • Renewal reminders. Drafting the reminder and the "here is what changed" letter for each renewal, in the agency's voice.
  • Email drafts. Certificate requests, document requests, claim status updates, the replies that are the same every week.
  • Marketing. Newsletters, social posts, website pages that explain a coverage in plain English.

Can AI answer staff questions about a policy?

Yes, when it answers only from the policy documents you give it and shows the page it used. A CSR asks, "Does this homeowners form cover a detached garage?" and the tool points to the section so the CSR can read it. When the answer is not in the documents, the tool says so and the question goes to a licensed agent. Staff use it to find the language faster. They do not use it to decide coverage.

Who gives the advice?

The licensed agent gives the advice, not the tool. Whether a client is covered, which policy fits, and what to do after a loss are calls a licensed person makes and stands behind. AI drafts the summary and finds the clause. The agent reads both and talks to the client.

What should never go into an AI tool?

Client data goes only into tools the agency has vetted and approved in writing. That means names, addresses, dates of birth, driver's license numbers, claims history, and financial details. Free personal accounts often keep and train on what you type. Business plans from the major vendors usually do not, and someone at the agency reads the terms and decides. Your carrier agreements and your state's rules may add requirements, so your compliance person signs off on the list.

What does it cost to get started?

  • The AI you already pay for, a 90-minute on-site session, is $450. Your email and office software probably has an assistant nobody has switched on.
  • A half-day workshop with agents, account managers, and CSRs is $1,500. You leave with a ranked list of what to fix first.
  • A one-page AI policy is $750: which tools are approved, what client data never goes in, who reviews AI output. More on writing an AI policy.

When the team needs help making it stick past the first month, getting a team to use the tools runs from $3,500 a month.

Answered by Jared Lukes, Minneapolis. Twenty-five years in brand, UX, and technology, currently holding fractional AI and technology seats at three companies. About Jared.

Quick answers

Can AI compare insurance quotes from different carriers?
It can draft a side-by-side summary of coverages, limits, deductibles, and price. A licensed agent checks it against the quotes before the client sees it.
Can a CSR use AI to answer coverage questions?
To find the policy language faster, yes, from a tool that shows the page it used. Coverage calls go to a licensed agent.
Is it safe to put client applications into ChatGPT?
Not into a free or personal account. Use only a tool the agency has vetted for client data, and check your carrier agreements and state rules.
Can AI write renewal letters for an agency?
Yes. It drafts the reminder and the summary of what changed from the renewal documents, and the account manager reviews it before it goes out.
Do carriers have rules about agencies using AI?
Some do, in their agency agreements. Your compliance person reads them and the AI policy follows them.

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