Insurance
Insurance is a document business wearing a risk business's clothes. We put document AI, predictive models, and agents on the paper-heavy middle — submissions, claims, subrogation, and servicing — with adjusters and underwriters on every consequential call.
Carriers move enormous volumes of unstructured paper — ACORD forms, medical records, police reports, broker submissions — through processes that are still largely manual. Each hand-off adds cycle time, leakage, and inconsistency, and the best people spend their day assembling files instead of assessing risk.
AI changes the economics by reading, extracting, and assembling that paper with provenance, and by scoring severity and recovery early. But claims and underwriting are regulated, consequential decisions — so we design for straight-through where it's safe and human review where it isn't, with a full audit trail either way.
What's forcing the change
- Combined-ratio pressure and rising loss-adjustment expense
- Unstructured documents at the center of every workflow
- Leakage in claims handling and missed subrogation recovery
- Talent scarcity in underwriting and claims
AI solutions for Insurance.
Claims triage & FNOL
Agents intake first notice of loss, assemble the claim file, estimate severity, and route complex cases to the right adjuster.
Underwriting submission intake
Submission agents extract, enrich, and pre-score broker submissions so underwriters open a decision-ready file.
Subrogation & leakage
Closed-claim reviews that detect missed recovery, explain why, and draft the demand package for a specialist.
Policy servicing
Endorsements, renewals, and document requests handled end to end, with approval gates on binding actions.
Fraud detection
Anomaly and network models surface suspicious claims with explanations for SIU review.
Document AI, predictive models, and agents share one platform — grounded in your policy and claims data, governed by evaluation and audit logging, and deployed inside your environment.
Typical outcomes
- Cycle times cut on the paper-heavy middle
- Leakage recovered and severity caught earlier
- Adjusters and underwriters focused on risk, not assembly
Every system is architected to your regulatory surface, with controls and audit trails built in.
Related success stories.
Finding the money left in closed claims
Questions from Insurance teams.
Explore other sectors.
Bring us a hypothesis. Leave with a system.
Tell us what's eating your team's time. We'll give you an honest read on whether AI is the right tool — and if it is, a scoped v1 with a timeline and cost.