SIU Investigator
Prepare investigation reports and case summaries
What You Do Today
You compile findings into structured reports for claims management, legal counsel, or law enforcement referral — organizing evidence, timelines, and witness statements.
AI That Applies
AI drafts report templates from your case notes and evidence log, organizing findings chronologically and flagging gaps in documentation.
Technologies
How It Works
The system ingests case notes and evidence log as its primary data source. NLP models process the text input by identifying entities, classifying intent, and extracting the structured information needed for downstream decisions. The output is a structured view that highlights exceptions, trends, and items requiring attention — available in the existing tools without switching systems.
What Changes
Report drafting time drops significantly when AI structures your raw notes into a formatted investigation summary.
What Stays
Your professional opinion, conclusions of fact, and recommendations for disposition — those require your expertise and credibility.
What To Do Next
This section won't tell you what your numbers should be. It will show you how to find them yourself. Every instruction below produces a real, verifiable result in your organization. No benchmarks, no projections — just the steps to build your own evidence.
Establish Your Baseline
Know where you are before you move
Before adopting AI tools for prepare investigation reports and case summaries, understand your current state.
Without a baseline, you can't measure whether AI actually improved anything. You'll adopt tools without knowing if they're working.
Define Your Measures
What to track and how to calculate it
Time per cycle
How to calculate
Measure how long prepare investigation reports and case summaries takes end-to-end today, then after AI adoption.
Why it matters
The most visible improvement is speed. If AI doesn't save time, question whether it's adding value.
Quality of output
How to calculate
Track error rates, rework frequency, or stakeholder satisfaction scores before and after.
Why it matters
Speed without quality is just faster mistakes. Measure both.
Start These Conversations
Who to talk to and what to ask
your claims director or VP Claims
“Which of our current reports are manually assembled, and how much time does that take each cycle?”
They're setting the automation strategy for your unit
your SIU lead
“What questions do stakeholders actually ask that our current reporting doesn't answer?”
AI fraud detection changes how investigations are triggered and prioritized
Check Your Prerequisites
Confirm readiness before you invest
Check items as you confirm them.