Claims automation
Intake through settlement with straight-through processing and intelligent routing.
Industry · Insurance
AI for insurance
We build AI that transforms insurance operations — automated claims processing, intelligent underwriting, fraud detection, document intelligence, and risk assessment for P&C, health, and life carriers with regulatory compliance and explainability.
91%STP rate
14→3dClaim cycle
68%Faster claims
$1.1MSavings
Industry context
AI that understands insurance
Insurance AI requires actuarial domain expertise, multi-jurisdiction compliance, explainable decisions, and processing of ACORD forms, loss runs, and medical records. We've automated claims end-to-end and built fraud systems that catch organized rings.
Fraud prevention
Graph analysis, anomaly detection, and document forensics before payout.
Explainable underwriting
Risk models with documented factors for regulators and policyholders.
Document intelligence
ACORD forms, loss runs, medical records — extract, classify, validate.
Use cases
Where insurance AI delivers
Use cases for P&C, health, and life carriers at production scale.
Claims Automation
End-to-end processing — intake, extraction, coverage verification, damage assessment, and payment routing.
- 91% straight-through
- Intelligent routing
- Settlement AI
Fraud Detection
ML detecting staged accidents, provider fraud rings, and suspicious claim behaviors.
- Graph analysis
- Anomaly detection
- Document forensics
Underwriting AI
Risk assessment, pricing optimization, portfolio analysis with explainable decisioning.
- Alternative data
- Appetite management
- Fair pricing
Document Intelligence
ACORD forms, loss runs, medical records, police reports — OCR, NLP, validation.
- Multi-modal
- Confidence scoring
- HITL review
Policy Analytics
Renewal prediction, cross-sell, CLV, lapse prevention, and book-of-business analysis.
- Propensity models
- Retention AI
- Portfolio insights
Adjuster Copilots
AI assistants for adjusters and underwriters — summarization, coverage analysis, correspondence.
- Claim summaries
- Policy compare
- Draft responses
Proof of work
Insurance delivery
Claims, mobile, and document AI with measurable carrier outcomes.
AI Claims Processing
Multi-modal claims pipeline — vision transformers, NLP classification, and fraud scoring. 11 days → 3.5 days.
68%Faster processing
$1.1MAnnual savings
Mobile Insurance Claims
Mobile-first claims — AI photo damage assessment, guided capture, straight-through processing.
94%Complete submissions
54%Faster settlement
AI Contract Analysis
Policy and contract analysis — clause extraction, risk flagging, and comparison against standard terms.
85%Time saved
$480KAnnual savings
How we help
Related services
Production AI capabilities we bring to every industry engagement.
01How does AI improve claims processing?
Automates intake, validates documents via OCR/NLP, detects fraud in real time, routes to adjusters, and recommends settlements — 91% straight-through and 14 to 3 day cycle times.
02Can AI reduce insurance fraud?
Yes — ML analyzes claim patterns, provider networks, and document forensics to flag fraud before payout, catching rings that rules-based systems miss.
03How do you handle regulatory compliance?
Explainable AI with documented decision factors, fair pricing monitoring, model risk management, and NAIC-aligned audit trails.
04What's the ROI timeline?
Claims automation: 4–6 months. Fraud detection: ~3 months. Underwriting AI: 6–9 months with 20–30% better loss ratios long-term.
Next step
Ready to build insurance AI?
Tell us about your use case — we'll design a compliant solution with clear ROI projections.