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Industry · Insurance
AI for the firms that underwrite and pay risk.
Every underwriting and claims decision your AI touches has to be defensible: to a state regulator, to the policyholder, and to your own actuaries. The next wave of automation has to survive that scrutiny on day one.
PostureSR 11-7-eq
DOIconfigured
Evidenceillustrative
Every coverage decision, defensible on day one.
Every claim in the report traces back to source evidence, ownership, and the workflow decision it supports.
Valuefund next
Riskcontain now
Fluencytrain where work changed
At a glanceP&C carriers · MGAs · brokers · claims techThe output has to be defensibleValue of AI = defensibility of its outputSR 11-7-equivalent + state DOI + NAIC + EU AI ActIllustrative patterns
Banking-shaped discipline, insurance perimeter
Same pipeline as our regulated-finance work.
Patterns are illustrative until the first insurance customer authorizes a named flag.
What we are sized for
Illustrative patterns, not a named customer.
Illustrative
Claims triage
Severity scoring, fast-track routing, early fraud flagging at intake.
Illustrative
Underwriting assist
Document ingestion, risk-scoring augmentation, prior-loss analysis.
Illustrative
Policy review
Language-consistency checks across endorsement chains.
Illustrative
Fraud detection
Pattern recognition and network-effect anomaly detection.
Illustrative
Customer-facing AI
Broker self-service and copilots, human-in-the-loop on consequential calls.
Illustrative
Vendor model governance
Third-party model evaluation and evidence-pipeline output.
The buyer by sub-sector
Underwriting and claims own the workflow.
Who buysWhere AI leverages
P&C carriersChief Underwriting Officer, Head of Claims, Chief ActuaryLoss ratio, severity scoring
MGAsCEO, Head of TechnologyUnderwriting and intake AI
BrokeragesCOO, Head of Distribution TechBroker copilots, self-service
Claims tech / insurtechCTO, VP EngineeringTriage, fraud, severity scoring
PE-backed insurance servicesCIOMirrors the PE portco operating shape
Frequently asked
Direct answers.
We don't publish customer-specific vignettes here. Insurance engagements run under tight confidentiality. The first named pattern is added once the first engagement closes. Adjacent finance work shares the regulatory posture and methodology.
Specialist AI builder, across the board
One builder, across the board.
We take your AI from strategy to outcome, with governance, audit, and evals built into every build. Start with a discovery call, or a quick audit.