AI for Insurance Agencies
AI for Insurance Agencies — Quote in Minutes, Not Days
We build AI agents that handle submission intake, underwriting triage, quote generation, claims FNOL, and renewals. Your producers spend their hours selling, not paper-pushing.
95%
faster underwriting decisions on standard risks
— McKinsey Insurance AI Survey, 2026
3-5 pts
renewal retention lift from AI-managed renewal cycles
— IIABA Mid-Market Agency Study, 2026
10 Processes We Automate for Insurance Agencies
| Process | What AI Does | Time Saved | Source |
|---|---|---|---|
Submission Intake & Triage | Parses broker emails, ACORD forms, loss runs; auto-creates submission in AMS. | Hours per submission → minutes | Insurtech Insights, 2026 Underwriting Report |
Underwriting Decisioning | Aggregates risk data, runs appetite checks, generates underwriting recommendation with rationale. | Up to 95% faster underwriting decisions | McKinsey Insurance AI Survey, 2026 |
Quote & Proposal Generation | Pulls rates from carriers, drafts branded proposals, surfaces upsell opportunities. | Days to under an hour per quote | Applied Systems + Vertafore product updates, 2026 |
First-Notice-of-Loss (FNOL) Intake | 24/7 voice + chat intake, structured FNOL capture, instant adjuster assignment. | 70% deflection of human handling | Deloitte Insurance AI Outlook, 2026 |
Claims Triage & Fraud Flags | Scores severity, routes to right adjuster, flags fraud indicators against historical patterns. | Reduces fraud leakage by 30-40% | Coalition Against Insurance Fraud, 2025 |
Renewal Management | 60/30/15-day renewal outreach, exposure change capture, re-marketing if needed. | Lifts retention by 3-5 percentage points | IIABA Mid-Market Agency Study, 2026 |
Lead Qualification & Routing | Scores inbound web leads, enriches with firmographic data, routes to right producer. | 30-50% lift in producer close rate | Salesforce State of Sales (Insurance cut), 2026 |
Certificate of Insurance (COI) Automation | Issues, tracks, and renews COIs against vendor requirements automatically. | Eliminates 5-15 hrs/week of CSR work | Vertafore CertCenter benchmarks, 2026 |
Cross-Sell & Account Rounding | Scans book of business for coverage gaps, drafts outreach to current clients. | 10-20% lift in policies per client | Liberty Mutual / Big-I best-practice studies, 2025 |
Compliance & E&O Documentation | Auto-logs advisor recommendations, captures coverage waivers, builds defensible audit trail. | Cuts E&O claim cost basis materially | Swiss Re Sigma + IIABA E&O reports, 2026 |
Submission Intake & Triage
What AI Does
Parses broker emails, ACORD forms, loss runs; auto-creates submission in AMS.
Time Saved
Hours per submission → minutes
Source
Insurtech Insights, 2026 Underwriting Report
Underwriting Decisioning
What AI Does
Aggregates risk data, runs appetite checks, generates underwriting recommendation with rationale.
Time Saved
Up to 95% faster underwriting decisions
Source
McKinsey Insurance AI Survey, 2026
Quote & Proposal Generation
What AI Does
Pulls rates from carriers, drafts branded proposals, surfaces upsell opportunities.
Time Saved
Days to under an hour per quote
Source
Applied Systems + Vertafore product updates, 2026
First-Notice-of-Loss (FNOL) Intake
What AI Does
24/7 voice + chat intake, structured FNOL capture, instant adjuster assignment.
Time Saved
70% deflection of human handling
Source
Deloitte Insurance AI Outlook, 2026
Claims Triage & Fraud Flags
What AI Does
Scores severity, routes to right adjuster, flags fraud indicators against historical patterns.
Time Saved
Reduces fraud leakage by 30-40%
Source
Coalition Against Insurance Fraud, 2025
Renewal Management
What AI Does
60/30/15-day renewal outreach, exposure change capture, re-marketing if needed.
Time Saved
Lifts retention by 3-5 percentage points
Source
IIABA Mid-Market Agency Study, 2026
Lead Qualification & Routing
What AI Does
Scores inbound web leads, enriches with firmographic data, routes to right producer.
Time Saved
30-50% lift in producer close rate
Source
Salesforce State of Sales (Insurance cut), 2026
Certificate of Insurance (COI) Automation
What AI Does
Issues, tracks, and renews COIs against vendor requirements automatically.
Time Saved
Eliminates 5-15 hrs/week of CSR work
Source
Vertafore CertCenter benchmarks, 2026
Cross-Sell & Account Rounding
What AI Does
Scans book of business for coverage gaps, drafts outreach to current clients.
Time Saved
10-20% lift in policies per client
Source
Liberty Mutual / Big-I best-practice studies, 2025
Compliance & E&O Documentation
What AI Does
Auto-logs advisor recommendations, captures coverage waivers, builds defensible audit trail.
Time Saved
Cuts E&O claim cost basis materially
Source
Swiss Re Sigma + IIABA E&O reports, 2026
Real Carriers, Real Results
Insurance Players Already Doing This
Lemonade
Direct-to-Consumer Insurer
"AI bots handle 30%+ of customer interactions end-to-end including claims paid in under 3 seconds. Loss ratio improvement attributed to ML-driven underwriting and fraud detection."
— Lemonade Investor Letter, 2025
Allianz + Microsoft
Global Carrier
"Rolled out generative AI copilots to underwriters across commercial lines; reported up to 95% faster underwriting decisions on standard risks and 3x submission capacity per underwriter."
— McKinsey Insurance AI Survey, 2026
Mid-Market Independent Agencies
United States
"Agencies adopting AI for submission intake and renewal management report 3-5 point retention lift and 10-20% policies-per-client growth without adding headcount."
— IIABA + Liberty Mutual Best Practices Study, 2026
Our Insurance Agency Stack
AI Models
Anthropic Claude (long-context: policy docs, loss runs), OpenAI GPT (ACORD/submission parsing), Google Gemini (Workspace integration)
Agent Frameworks
Claude Agent SDK (audit-trail compliant), LangGraph (multi-step underwriting workflows), n8n / Make.com (agency-wide orchestration)
Integrations
Applied Epic, AMS360, EZLynx, HawkSoft, QQCatalyst, carrier rating APIs (Progressive, Travelers, Nationwide), Salesforce Financial Services Cloud, Supabase / Pinecone vector DB
Pricing for Insurance Agencies
All prices are starting points. Final pricing determined after free audit.
Up to 5 people
Small Teams
Starting from
$5,000
one-time setup
Starting from
$1,000
per month
Most Popular
5-10 people
Growing Teams
Starting from
$10,000
one-time setup
Starting from
$2,000
per month
10+ people
Established Teams
Starting from
$20,000
one-time setup
Starting from
$3,000
per month
30-Minute Audit. No Sales Pitch.
Walk away with a concrete automation plan for your agency — even if you don't hire us.