Enterprise Agentic OS / Insurance

AI Agents That Understand Insurance

From underwriting submission to claims settlement — agents that carry the policy, claim, and regulatory structures your lines of business actually run on. Your underwriters and adjusters stay accountable for every decision.

Specialized insurance agents across underwriting, claims, distribution, actuarial, and operations. Built for carriers, MGAs, and insurtechs.

The Pressures Every Carrier Faces

Claims Cycle Time Destroys Customer Trust

When a policyholder files a claim, the clock starts. Every day between FNOL and settlement erodes trust. Standard claims still take weeks to close while the file moves between adjusters, vendors, and reviewers. Customers leave. NPS drops.

Every day a claim stays open costs you in LAE, customer satisfaction, and retention risk.

Underwriting Accuracy Determines Profitability

Bad risks get through. Good risks get declined or priced out. Hit ratios on commercial lines suffer because underwriters spend more time on submission triage and data entry than on risk analysis.

On a hypothetical $500M book, one point of loss ratio is $5M — which is why selection quality dominates every other lever.

Combined Ratio Pressure Never Stops

Expense ratio eats into profitability even when loss ratios are healthy. Manual processes in policy administration, billing, and renewals drive operational costs higher.

Combined ratio is arithmetic: every point of expense you do not spend is a point you do not have to earn back in underwriting.

Fraud Leakage Is Hard to Measure, Harder to Stop

Most carriers catch obvious fraud but miss sophisticated schemes involving coordinated claims, staged accidents, or inflated damages. SIU teams are understaffed and overwhelmed.

Leakage you never detect never shows up in a report — it settles quietly as paid loss.

From Workshop to Agents in Your Workflow

1

Discovery Workshop

A scoped deliverable

We map one high-impact insurance workflow together — typically claims triage, underwriting submission intake, or fraud pattern review — and walk you through the agent configuration for it, against your own process.

  • Workflow mapping for one insurance process
  • Agent configuration for your lines of business, walked through with you
  • The workflow assessed against your own loss and expense structure
  • Go/no-go decision with full clarity
2

Expansion

Scoped per engagement

Expand from one agent to a team. Add underwriting agents alongside claims agents, and cover more lines of business. Every recommendation still lands in front of the person who holds the authority to act on it.

  • Several active agents across claims, underwriting, and ops
  • Line-of-business expansion (personal, commercial, specialty)
  • Review checkpoints where a licensed human signs off
  • Agent knowledge maintained as your book and forms change
3

Full Module

Scoped per engagement

The full insurance module, designed for deployment inside your perimeter.

  • Full insurance module — agents across 6 categories
  • Policy, claim, and reinsurance structures modeled in the ontology
  • Designed to run inside your environment, on your data
  • Human sign-off on every bind, reserve, and settlement recommendation

Meet Your Insurance Agent

One of the specialized insurance agents defined in the module

Claims Director Agent

The Resolution Expert

I help you... Work claims from first notice of loss to settlement — triaging, documenting, and reconciling each file so your adjuster decides on a complete record.

  • Triage and route claims by complexity automatically
  • Assess liability and damages with AI-powered analysis
  • Detect fraud patterns across claims portfolio
  • Manage vendor and adjuster workflows end-to-end

The agent recommends; it does not decide. Coverage determinations, reserves, and settlement authority stay with your licensed adjusters.

More agents available: Chief Underwriting Officer, VP Personal Lines, VP Commercial Lines, VP Specialty, VP Claims, Fraud Investigation (SIU), VP Distribution, VP Actuarial, VP Risk Management, Reinsurance Director, and more.

What the Insurance Agents Do

FAOSX prices a deliverable, never consumed time.

AreaWhat the agents do
Claims TriageSorts incoming claims by complexity and coverage line, and routes each file to the adjuster or vendor who should own it
FNOL IntakeCaptures first notice of loss, matches it to the policy in force, checks coverage terms, and opens the file with the record assembled
Claims DocumentationReads estimates, reports, and correspondence, reconciles them against the policy, and hands the adjuster a complete file to decide on
Underwriting SupportIntakes submissions, assesses exposure against your written appetite, and prepares the pricing and portfolio view for the underwriter of record
Fraud ReferralRecognizes patterns across claims history and behavioral signals and raises them as SIU referrals for a human investigator to work
Policy OperationsPrepares renewals, endorsements, billing, and policyholder correspondence for review before anything is issued

The module encodes state DOI filing requirements, NAIC model regulations, and statutory accounting (SAP) reporting structures — your compliance and actuarial teams remain accountable for what is filed.

See What AI Agents Can Do In Your Insurance Workflow

Book a Discovery Workshop. We will map one insurance workflow with you, walk through the agent configuration for it, and hand you a scoped decision you can act on either way.

Specialized Insurance AgentsClaims to Underwriting26 industry modules (2 runtime-wired today)Enterprise Agentic OS