Real deployments, shipped weekly.
Field notes is the working blog of The AI Agent: several new, production-tested articles every week on using AI as a licensed insurance producer. Each post covers one workflow — intake, quoting, underwriting prep, renewals, claims or service — with the prompts, guardrails and measurable results behind it. No vendor sponsorships and no theory.
Prompts, tools, workflows and honest reviews for licensed insurance agents.
ai for insurance CRM automation: Agency Workflow
ai for insurance CRM automation that cleans CRM data, triggers follow-up, and keeps producers focused on bindable accounts.
ai carrier appetite guide: Agency Tool
Build an ai carrier appetite guide your producers and CSRs will actually use before they waste time quoting bad-fit risks.
ai for auto insurance agents: Workflow That Sells
ai for auto insurance agents works when it fixes quoting, remarketing, follow-up, and retention—not when it writes cute slogans.
ai appointment setter insurance Workflow
Build an ai appointment setter insurance workflow that books real meetings, protects compliance, and saves producer time.
ai for insurance social media: Agency Workflow
A field-tested ai for insurance social media workflow for licensed producers who need compliant, local, useful posts without wasting hours.
insurance agent productivity ai Playbook
A practical insurance agent productivity ai playbook for agencies that want saved hours, cleaner workflows, and less AI theater.
ai policy comparison tool: Agency Field Guide
How to deploy an ai policy comparison tool in an insurance agency without creating E&O chaos or producer theater.
ai case study insurance agency: 30-Day Playbook
A field-tested ai case study insurance agency playbook for intake, quoting, documentation, and measuring real staff time saved.
insurance ai training courses: Agency Playbook
insurance ai training courses playbook for US agencies: what to teach, what to skip, and how to measure producer adoption.
ai for insurance customer service: Workflow Playbook
How to use ai for insurance customer service without losing control, privacy, or producer judgment. A field-tested agency workflow.
ai proposal generator insurance: Workflow That Sells
A field-tested ai proposal generator insurance workflow for producers who want faster, cleaner proposals without compliance headaches.
ai for insurance underwriting agents: Field Guide
ai for insurance underwriting agents helps producers pre-underwrite, clean submissions, and reduce back-and-forth without pretending AI binds risk.
ai renewal review insurance: Workflow That Works
Use ai renewal review insurance to catch renewal risk, prep producers, and reduce scramble without letting AI make coverage calls.
insurance agency automation software: Buyer's Guide
insurance agency automation software that actually saves producer time: what to buy, what to avoid, and how to roll it out.
ai for life insurance sales: Producer Field Guide
A practical guide to ai for life insurance sales: where it helps, where it fails, and how producers can use it without compliance problems.
AI for Insurance Agents: The 2026 Playbook
The complete playbook for insurance agents adopting AI in 2026 — prompts, tools, workflows and the workflows that are already replacing three admin roles.
The Best AI Tools for Life Insurance Agents in 2026
A hands-on ranking of the AI tools life insurance agents actually use in production — for underwriting prep, illustration drafting, and follow-up.
50 ChatGPT Prompts Every Insurance Agent Should Steal
Copy-paste ChatGPT prompts for insurance agents — cold outreach, renewal reviews, claims letters, cross-sell scripts, and objection handling.
AI in Insurance Claims: What's Real in 2026
Where AI is actually deployed in insurance claims workflows today — triage, FNOL, subrogation and fraud detection — and where the hype still outruns reality.
AI Cold Calling Scripts for Insurance Agents (That Don't Sound Like AI)
Cold calling scripts insurance agents can generate and personalise with AI in under 60 seconds — plus the roleplay prompt we use to rehearse them.
Will AI Replace Insurance Agents? The Honest 2026 Answer
A grounded look at whether AI will replace insurance agents — what's being automated, what isn't, and how the top 10% of producers are adapting.
The Best AI-Native CRM Options for Insurance Agents
A no-nonsense comparison of AI-native and AI-enhanced CRMs for insurance agents — AgencyZoom, HubSpot, Salesforce Financial Services Cloud, and the new challengers.
AI Voice Agents for Insurance: When to Use Them (and When Not To)
A field guide to AI voice agents in insurance — inbound triage, appointment setting, renewal reminders — and the compliance guardrails that keep you licensed.
AI for Medicare Agents: The 2026 Compliance-Safe Stack
How Medicare agents use AI without tripping CMS marketing rules — prompts, disclosures, and the exact workflows that survive an audit.
AI in Underwriting: What Actually Ships in 2026
The real state of AI in insurance underwriting — document extraction, risk summarisation, appetite matching — and what agents should ask their carriers.
Generative AI in Insurance: A Field Guide for Agents
What generative AI actually changes for insurance agents in 2026 — the workflows, the risks, and the vendor claims to ignore.
AI Lead Generation for Insurance Agents: What Works Now
A concrete look at AI-powered lead generation for insurance agents — enrichment, intent signals, outbound automation — and the tactics that quietly kill your domain reputation.
AI Email Templates for Insurance Agents (Copy, Paste, Personalise)
Ready-to-use AI email templates for insurance agents — renewals, cross-sell, referrals, x-dates, claims check-ins — with the prompts that keep them sounding human.
AI Roleplay for Insurance Agents: The Best Sales Training Hack of 2026
How top producers use ChatGPT and Claude as an always-on sales roleplay partner — the exact prompts, personas, and debrief loops that make it work.
AI in Health Insurance: What Agents and Brokers Need to Know
The state of AI in health insurance for 2026 — plan comparison, benefit navigation, and the compliance line brokers cannot cross.
n8n Workflows Every Insurance Agency Should Steal
The n8n automation blueprints working inside real insurance agencies in 2026 — quote intake, meeting recap to CRM, renewal drips, and referral capture.
AI Chatbot for Your Insurance Website: Do It Right or Skip It
How to deploy an AI chatbot on an insurance agency website without generating leaks, bad quotes, or compliance headaches.
AI Marketing for Insurance Agents: The 2026 Growth Stack
A practical AI marketing stack for insurance agents — content, SEO, local reviews, and paid social — with the tools and prompts that actually move revenue.
AI for Insurance Sales: The Producer Playbook
How top-quartile producers actually use AI across the sales cycle — prep, discovery, presentation, objections, and follow-up — with the prompts and tools.
The Best Agentic AI Platforms for Insurance in 2026
A grounded review of the agentic AI platforms getting real production usage in insurance — what they actually do, where they fail, and how to pick one.
The AI Tool Stack for Independent Insurance Agents
A budget-tiered AI tool stack for independent insurance agents — starter, growth, and scale — with actual monthly costs and time-to-value.
ChatGPT for Insurance Agents: A No-Nonsense Getting-Started Guide
The exact ChatGPT setup insurance agents should ship in week one — accounts, custom GPTs, prompts, and the mistakes that will cost you a client.
How to Choose an AI Platform for Your Insurance Agency
A vendor-agnostic checklist for choosing an AI platform for your insurance agency — data handling, integrations, compliance, and total cost.
AI for Commercial Insurance Brokers: Where the Real Leverage Is
The commercial lines-specific playbook for AI — submissions, market appetite, risk narratives, and renewal expansion — with the workflows that scale.
Which guides should you start with?
These cornerstone guides go deeper than a single field note — full workflows you can run end to end.
- AI for insurance agents: the 2026 playbookThe four-layer AI stack agencies are actually running this year.
- ChatGPT prompts for insurance agentsCopy-paste prompts for intake, quoting, service and cross-sell.
- AI for life insurance sales: a producer's field guideNeeds analysis, objection prep and the compliance lines not to cross.
- AI in insurance claims: what works todayTriage, documentation and advocacy letters that move claims forward.
- Best AI tools for life insurance agentsHonest picks for illustration prep, follow-up and client education.
- AI cold calling scripts for insurance producersOpeners, objection turns and follow-up that survive a real dial list.
Beyond the field notes
- AI tools for insurance agents
The full stack — P&C, life, commercial and E&O in one place.
- The 2026 AI playbook for insurance producers
The 30-day rollout our members use to save 8+ hours a week.
- AI ROI calculator for insurance agencies
See the hours and payroll AI can save your book — in 30 seconds.
- Free P&C carrier appetite finder
Ranked shortlist of carriers likely to write a commercial risk.
- Join The AI Agent — Pro membership
Unlock 19 producer-grade AI tools and the 300+ prompt vault.
- About The AI Agent
Independent, no carrier sponsorships. Built by producers.