Insurance Claims & Fraud Pattern Intelligence
Turn free-text claim narratives into structured, investigable data.
Upload claims files, adjuster notes, and scanned intake forms, and Steeped AI turns free-text claim narratives into structured, investigable data. Custom topic mapping flags language patterns associated with staged accidents, inflated estimates, and inconsistent injury descriptions, concepts standard claims software can't see. University-grade statistical testing validates which indicators are genuinely predictive of fraud versus coincidence, so investigation units pursue real leads instead of hunches.
The Eureka Score ranks every anomaly by how surprising and costly it is, surfacing claims that matter most first. Handwritten adjuster notes become searchable alongside digital claims. Build a cited, defensible case file for every flagged claim, backed by calculations, not AI guesses.
Talk to Your Data
Ask investigation questions in plain language and get answers ranked by the Eureka Score, which surfaces the most surprising and costly anomalies first. Instead of rules-based triage, ask which claims show staged-accident patterns and pursue the highest-value leads with calculations behind every flag.
AI Topic Mapping
Use Steeped AI's AI topic mapping to flag language patterns in adjuster notes tied to inconsistent injury descriptions, inflated estimates, and staged accidents that rules-based engines miss. Turn subtle narrative cues into countable, quantifiable fraud indicators.
Document Digitization
Use Steeped AI's document digitization to make handwritten adjuster notes and scanned intake forms searchable alongside digital claims data. Nothing in the file stays locked in an image, so investigators can query every note the same way they query structured fields.
Location Intelligence
Layer Steeped AI's location intelligence to reveal claim density and hotspot correlation with catastrophe zones, repair shops, and provider networks. Spot the geographic clusters that expose organized fraud rings before they cost you another payout.
The insights are already in your data.
Ask your data anything. Get real findings ranked by impact, with AI reports your team can present and share on the spot.