How-to
A practical walk-through for agents and agencies: quote intake, renewals, certificates, service requests and follow-up, built on the systems you already run.
Updated 5 min read
The short answer
How can insurance agents use AI? Start with one repetitive process, such as quote intake or renewals. Connect your agency management system, decide what a person must approve, test on past files and measure the hours saved before adding the next process.
Key points
Step by step
Follow them in order. Each one builds on the last.
Write down quote intake, renewals, certificates, service requests and follow-up, with the hours each takes weekly.
Choose the frequent, rules-based task. Daily work pays back faster than monthly work.
Link the system holding clients and policies, so the AI reads and writes in one place.
Let it prepare, sort and remind. Keep coverage advice, pricing exceptions and claims decisions with a licensed person.
Choose which outputs go out automatically and which wait for review. Start strict, then loosen.
Run closed quotes, renewals and requests through it. Compare its output with what your team did.
Track hours saved and errors caught. Use the savings to justify the next process.
Side by side
What changes in daily agency tasks.
| Criterion | Manual today | With AI |
|---|---|---|
| Quote intake | Retype details from emails | Fields pulled and gaps flagged |
| Renewals | Check lists by hand | Upcoming dates flagged and drafted |
| Service requests | Read and forward each one | Sorted and routed by type |
| Follow-up | Depends on memory | Reminders sent and logged |
Carriers adopt AI
Auto insurers report wide use or plans.
Adoption is rising
Insurers moved from 61% to 77%.
Agencies feel it
Faster expectations reach your desk.
Adoption is widespread on the carrier side. NAIC data shows AI in use or planned at 88% of the 193 auto insurers that replied.
Conning's insurer survey shows 77% at some stage of AI adoption, up from 61% in 2023. Agencies feel that pressure through faster carrier expectations.
Quote intake
Read requests and find missing fields.
Renewals
Flag dates and draft outreach.
Certificates
Prepare requests for review.
Service requests
Sort and route by urgency.
Follow-up
Remind clients and log the contact.
Good first uses are the ones that repeat every day, as our AI for insurance agencies page shows. Most agency work follows rules and lives in email, forms and your management system.
AI can prepare
A person decides
The NAIC expects AI to assist workers far more often than replace them. Treat it as an assistant that prepares work.
Regulators also expect governance. The NAIC adopted a model bulletin on insurers' use of AI in December 2023, and carriers you work with will ask how you control it.
Intake
Receive the report and documents.
Document check
Confirm nothing is missing.
Review
A person checks the file.
Hand-off
Pass the clean file to the carrier.
If you handle service around claims, the same method applies. A basic insurance claims processing workflow has intake, document check, review and a decision, the same steps as our claims automation work.
BLS expects technology to take over some claims adjuster tasks.
Agencies can use the same idea to learn how to automate insurance claims paperwork: collect documents, check they are complete and pass clean files to the carrier.
Without testing
With past files
Use closed files, as our guide to AI in insurance recommends for any model. Run them through the new process and compare results with what your team actually sent.
Look for wrong dates, missed fields and odd wording. Fix the rules, then test again before any client sees an output.
Most failures come from scope and data, not from the AI itself.
Our data
We asked ChatGPT, Gemini and Perplexity 10 buyer questions about AI for insurance agencies. They named 119 companies, and 85% appeared in only one of the three.
| Criterion | ChatGPT | Gemini | Perplexity |
|---|---|---|---|
| Companies named | 48 | 46 | 53 |
| Sites cited most | sonant.ai (3 of 10) | reddit.com and wyecliff.ai (3 of 10) | agentforthefuture.com and cloudtalk.io (3 of 10) |
Nexum measurement, October 20, 2026, via DataForSEO: 10 buyer questions to each AI, US English, 30 answers in total. 10 companies appeared in all three. Google showed an AI Overview for 9 of the 10 questions.
FAQ
Final step
You leave knowing which processes to automate first and what each one costs you today, whether we work together or not.
You can keep paying for manual work, or find out this week exactly what it costs you.
What happens on the call
Before
You answer 3 quick questions when you book, so we come prepared.
On the call
We find the manual work that costs you most and put a number on it, live.
Decide
An honest read on whether we're the right fit. If we're not, you'll hear it on the call.
Once you book, we look at your site and tools before the call, so the 30 minutes go to your numbers, not introductions.
Prefer to write first? Email us directly: contact@nexumautomations.com
