Automate insurance claims analysis and risk reporting

AI agents review new claims, assess risk, and send summaries to your team by email and Slack.

How the work actually flows

It branches. Every path runs.

Pattern: Sequence (1) ยท Parallel Split (2)

flowchart TD trig(["scheduled claims review"]):::trigtime s0["pull newly filed claims"]:::task s1["calculate risk scores"]:::task s2["draft claim summary memo"]:::task s3["check fraud indicators"]:::task trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 gx{"+ where to deliver report"}:::gate s3 --> gx p00["email product team"]:::task gx -->|"email"| p00 p10["post to Slack channel"]:::task gx -->|"Slack"| p10 p00 --> out p10 --> out out[/"claim summary memo delivered"/]:::out pay{{"faster informed claim decisions"}}:::pay out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepEvery pathResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
AI Agents & Autonomous SystemsEmail AutomationMessaging & NotificationsReporting & Analytics
Connects
GmailSlackOpenAI
Featured in

The problem it solves

Reviewing new insurance claims by hand takes time your adjusters and underwriters don't have, and delays slow down settlements. Important risk signals can get missed when everyone is buried in manual paperwork.

Who it fits

An insurance adjuster, underwriter, or claims manager handling a steady flow of new claims.

How it works

  1. On a schedule, the automation pulls in newly filed claims data
  2. One AI agent analyzes the numbers and calculates loss ratios and risk scores
  3. A second AI agent drafts a claim summary memo with recommendations
  4. A third AI agent checks for fraud indicators and coverage issues
  5. The finished report is emailed to your product team and posted to Slack for risk management
What you get

Risk memos drafted for your review

You get new insurance claims analyzed for risk and fraud indicators, with a summary memo delivered to your team by email and Slack.

What you get

A claim summary memo with risk scores and recommendations, delivered by email and Slack.

What you need

A claims management system, an OpenAI API key, a Gmail account, and a Slack workspace.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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