INSURANCE
// AI Agents for Insurance

AI Agents for Insurance Operations

Claims intake, document extraction, and policy processing still run on manual re-keying and email triage. 76% of carriers have adopted GenAI somewhere — but most haven't automated the operational workflows that actually move the needle. We embed custom AI agents into your existing policy admin and claims systems.

65%Claims processing time reduction
40%Auto-adjudication rate
85%Error rate reduction
FRICTION
// The Bottleneck

Your Underwriters Are Drowning in Documents

Insurance back offices are buried under manual workflows. Every submission, every claim, every renewal requires someone to read a document, re-key the data, and route it to the right person. The volume keeps growing. The headcount doesn't.

FNOL & Claims Intake Bottleneck

First notice of loss arrives via email, phone, fax, and portal. Each format requires different handling. Manual triage creates delays and errors that compound downstream.

Document Extraction Chaos

Policy applications, loss runs, certificates of insurance, and claims documentation — all in different PDF formats. Re-keying into your systems takes hours per submission.

Underwriting Overload

Submission volumes are growing, but your team isn’t. Underwriters spend more time on data entry than risk assessment. The best talent gets burned out on the wrong work.

AGENTS
// What We Build

AI Agents That Work Inside Your Insurance Systems

We don't replace your policy admin system. We embed agents that read submissions, extract document data, triage claims, and route exceptions — inside the systems your team already uses.

Claims Triage

FNOL & Claims Triage

AI agents that intake first notice of loss from any channel, extract structured data, classify severity, and route to the right adjuster automatically. No more manual sorting through emails and faxes.

Document AI

Insurance Document Extraction

Read policy applications, loss runs, certificates, and claims docs. Extract data from any PDF format and push it to your policy admin or claims system. Handles the formats that break generic OCR.

Submissions

Submission Processing

Automate the intake, data extraction, and preliminary risk assessment of new business submissions. Your underwriters focus on judgment calls, not data entry.

Policy Ops

Renewal & Policy Servicing

Automated renewal processing, endorsement handling, and policy document generation. Reduce cycle time and documentation errors across the policy lifecycle.

PROCESS
// How It Works

From Assessment to Production in 45 Days

01

Intrinsic Sprint

2-3 weeks

Map your claims and underwriting workflows, identify highest-ROI automation targets, define KPIs, and create a build plan. You get a concrete roadmap, not a slide deck.

02

Intrinsic Build

6-12 weeks

Ship production agents embedded in your policy admin, claims, and document management systems. Every deliverable is tied to measurable KPI movement.

03

Operating Partner

Ongoing

Expand agents across operations, harden reliability, monitor KPIs, and drive adoption across your team. We stay until the numbers prove it works.

PROOF
// Results

Real Results from Real Operations

Case Study
Regional Insurance Carrier • Midwest USA • 500-1,000 employees

Accelerating claims processing with AI-powered document extraction

65%Processing time reduction
40%Auto-adjudication rate
85%Error rate reduction

Automated FNOL intake and reduced claims processing time by 65%. The carrier now auto-adjudicates 40% of routine claims without human intervention, freeing adjusters to focus on complex cases.

MARKET
// The Opportunity

Insurance Operations Are Ready for AI Agents

76%of US insurers have adopted GenAI in at least one function
20-40%cost reduction in customer onboarding with AI
$4.31BIntelligent document processing market in 2026 (33.68% CAGR)
$3.70average ROI per dollar invested in AI

Enterprise platforms target the top 20 carriers. Point solutions handle one document type. Nobody builds integrated AI agents for mid-market insurance back offices — the carriers and MGAs processing thousands of submissions with teams that haven't scaled. We do.

START
// Next Step

Diagnose Your Bottlenecks

Schedule a 30-minute call. We'll map your claims and underwriting workflows, identify the highest-ROI automation targets, and show you what's possible — no commitment required.

No commitment requiredCustom recommendationsROI analysis included