How small insurance agencies use AI to sort and answer client emails (2026): 6 real agencies, plus the Outlook and Gmail settings

Do small insurance agencies use AI to sort their email yet?

Not in the cases we found. Our library has 8 owner-told and press examples from insurance agencies, plus one vendor case study about phones, and none of them says AI sorts, labels or prioritizes its inbox. The 6 on this page use AI on client email or on the messages and answers around it.

What they do is closer to the answering side. They use AI to draft and polish client emails, write the routine messages their agency system sends on its own, summarize a client's correspondence before a call, and answer staff questions from the agency's own procedures.

Sorting tools do exist. Copilot in Outlook and Gemini in Gmail both have inbox features, covered below. Just know those are vendor features. No agency in our library reported results from them.

How do insurance agencies use AI to answer client emails?

Jon Peters Insurance Agency, a small hometown agency in Alabama, uses ChatGPT for Business. Jack Tribble says "ChatGPT is used to help draft and polish client emails." Staff also build HTML email templates with CRM merge fields that go out to clients through the agency's CRM. Tribble says a branded campaign now goes from concept to implementation within one business day. He adds: "AI has helped us move faster without losing the personal, local voice our clients expect from us."

At Evergreen Insurance in Washington, the leadership team (three people) uses ChatGPT for Business for client communications, proposals and coverage comparisons. Patrick Villafranca says getting the rest of the team to use it has been one of the hard parts.

O'Connor Insurance in North Carolina gave the whole agency Claude. Its list of uses includes "Content creation (documents, checklists, emails, summaries, marketing ideas, internal guides…)".

Two other agencies use AI to help staff find answers. The Advisers in New Zealand uses JAVLN Officetech to pull a client's file notes, correspondence, document changes and outstanding tasks into one summary. Nic Tyson says that can cut 30-plus minutes of prep in half. Emerling, Floss, Murphy & Associates in New York is building a procedure manual in SharePoint so staff can ask Microsoft Copilot and get the answer. It is still in beta.

Can AI send routine client emails on its own?

Yes, if the trigger lives in your agency system. Top O' Michigan Insurance mapped five client moments: quoting, onboarding, servicing, claims, and renewal and retention. For each one, the team found the triggering event in Applied Epic, used generative AI to write the message and built it into an automated workflow.

One example: when a renewal e-document arrives from a carrier, the system recognizes it and sends an AI-written message telling the client a new document is in the client portal. Staff were trained to prompt the AI tools and vet the outputs. ChatGPT or Claude is used to refresh the messages so they don't sound stale.

Bartosh says the workflows took roughly two-thirds of routine activities and tasks off staff workloads. He credits consistent data entry, an agency objective for at least 20 years, as the base that made it work.

Note who does what. AI writes the message, staff vet it, and the agency system sends it. At Jon Peters Insurance Agency, Tribble says hands-off automation, where AI actually does tasks, is something it hasn't figured out yet.

How do you turn on AI email sorting in Outlook with Copilot?

Microsoft's Prioritize my inbox feature has Copilot review emails as they arrive and assign a priority of high, normal or low. It looks at factors like who is on the thread, their job titles and the email content.

1. Windows: select the arrow next to the Copilot button at the top right, then select Prioritize.
2. Mac: go to the What's New tab in the right pane, then Prioritize your mail, then Try it.
3. Mobile: go to Settings > Copilot > Set up Prioritize by Copilot.
4. Give at least one high-priority instruction. Microsoft's examples are "It's from my manager" and "It's about a customer complaint."
5. Adjust later in Settings > Copilot > Prioritize. Phrases like "it's from..." or "mentions..." work better than single words.

Our suggestions for an agency, not Microsoft's: "It's about a claim," "It mentions a renewal," "It's from a carrier."

If you don't see Prioritize, try again in a few days. Microsoft is rolling it out gradually. Copilot only prioritizes mail received after you turn it on. It skips mail delivered to folders other than Inbox, out-of-office replies, meeting mail and encrypted mail it can't read. High priority shows an up arrow, and you can sort or filter the inbox by Copilot priority.

For answering, the Copilot in Outlook FAQ lists a Summarize button at the top of each thread, Draft with Copilot (type /, select Draft with Copilot and enter a prompt), and Coaching by Copilot for feedback on tone and clarity. You can also create Outlook rules in plain language in Copilot chat.

The big limit for agencies: Copilot in Outlook only works on a user's primary mailbox, not shared, group, archive or delegate mailboxes. If your team answers clients from a shared inbox, use the Microsoft Copilot app instead. It can read, summarize and draft replies to emails in shared and delegate mailboxes. You need a Microsoft Copilot license and full delegate access. Put the word "mailbox" in your prompt, like "Summarize recent emails in <mailbox@domain.com> mailbox".

How do you turn on Gemini in Gmail to sort and draft client emails?

Gemini in Gmail can summarize long threads, draft or refine emails, and organize your inbox: archive, delete, label, mark read or unread, and star. It needs an eligible Google Workspace or Google AI plan.

1. Open Gmail on a computer and click "Ask Gemini" at the top right.
2. Type your request in the prompt box, such as archiving or labeling a group of emails.
3. Check the confirmation card. Nothing is archived, deleted, labeled or marked until you confirm, and you have 60 seconds to undo.
4. To draft a reply, reply to the email, enter a prompt in the prompt bar at the bottom (or click Help me write), then click Create.
5. Refine the draft with an instruction like "Make it more professional" or the Formalize, Friendly or Shorten options.

Limits: Gemini can only add labels that already exist. Requests matching more than 10,000 threads aren't processed, and it can't mark multiple emails as spam. On a personal Google Account, Help me write is US-only.

Help me write takes details from your other emails and Drive files to personalize drafts. Click Sources to see which ones it used before you send.

Google's tip is a "Client Communication" skill to refine drafts to match brand tones or guidelines. You create a skill and turn it on in Workspace Studio, then type @ in Ask Gemini to use it.

For the Gemini app at work, Google's Workspace admin page says submissions aren't used to train models and aren't reviewed by humans. Feature availability depends on your Workspace subscription.

What does the NAIC AI model bulletin mean for an agency's email?

The NAIC adopted its Model Bulletin on the Use of Artificial Intelligence Systems by Insurers on December 4, 2023. It is addressed to all insurers licensed to do business in a jurisdiction. That means carriers, not agencies.

The bulletin reminds insurers that "decisions or actions impacting consumers that are made or supported by" AI systems "must comply with all applicable insurance laws and regulations," including unfair trade practices and unfair discrimination laws. Insurers are expected to have a written AIS Program, and it covers AI systems from third-party vendors too.

As of April 1, 2026, the NAIC's adoption map lists 25 jurisdictions that adopted the bulletin: 24 states plus the District of Columbia. California, Colorado, New York and Texas are listed separately with their own insurance-specific regulation or guidance.

For email, the useful line is on the NAIC's AI page. It says tools like Copilot, ChatGPT, Claude and Gemini "may generate information that sounds accurate but is incorrect. For this reason, AI-generated information should be reviewed carefully." Agencies working with carriers should know the bulletin exists. This is not legal advice. Check with your state insurance department.

What should an agency watch out for?

Start small. O'Connor rolled Claude out in stages over several months: two testers, then leadership, then everyone. Emerling, Floss, Murphy has two employees testing before it launches to the rest of the team.

• Shared inboxes: Copilot in Outlook only works on a primary mailbox. Use the Microsoft Copilot app for shared and delegate mailboxes.
• Encrypted mail: Copilot can't read S/MIME or Double Key Encryption email, and its features don't support signed or encrypted email or email with IRM.
• Wrong answers: Microsoft says "it's important that you review, edit, and verify anything it creates for you." Google says "Gemini features may suggest inaccurate or inappropriate information."
• Judgment: Google says "Don't rely on Gemini features as medical, legal, financial or other professional advice." Tribble puts it this way: "AI is not a magic replacement for your knowledge, judgment, or client relationships."
• Messy data: Top O' Michigan credits consistent data entry. Tyson says consolidating data into "one source of truth" came first.
• Limits and adoption: O'Connor hit its Claude Team plan usage limits mid-task. Evergreen says getting the rest of the team on board was hard.