AI for Insurance

Automate claims,
sharpen underwriting.

Custom AI for P&C, life, and health carriers: claims triage, fraud detection, underwriting copilots, and actuarial modelling — deployed with the audit trail regulators expect.

Book a 30-min opportunity callSee case studies
40-60%
faster claims cycle time
15-25%
loss-ratio improvement in target lines
3-5x
underwriter throughput gain

High-value use cases

Where insurance teams see the biggest AI ROI — and where we've shipped them.

Claims triage & automation

Document + image models that classify severity, extract coverage triggers, and route to the right adjuster in seconds.

Fraud & subrogation detection

Ensemble models that flag suspect claims and recovery opportunities before reserves are set.

Underwriting copilots

GenAI agents that pre-fill applications, summarise medical/loss histories, and surface pricing precedents.

Actuarial GLM modernisation

Migrate legacy Emblem/Radar-era models to Python-based GLM/GBM pipelines with modern monitoring.

Customer service GenAI

Policy-grounded chat assistants for FNOL, endorsements, and renewals — reducing call volume.

Property & vehicle vision

CV models for damage assessment, roof condition scoring, and total-loss determination.

Services we bring to insurance

Predictive Analytics & Data ScienceCustom AI AgentsProcess & Workflow AutomationGenerative AI & LLM Solutions

FAQ

The questions insurance leaders ask us on the first call.

How do you avoid bias in claims and underwriting models?+
We test every model against protected-class disparate-impact metrics before go-live, and we monitor drift continuously. Bias findings block deployment — not a post-launch conversation.
Can we start with a single line of business?+
Yes — a bounded scope is the safest way. Motor, home, and small-commercial are common starting points; life and health follow with medical data governance layered on.
Do you integrate with Guidewire, Duck Creek, and Sapiens?+
Yes. We treat the core system as source-of-truth and layer AI via APIs, event streams, or embedded copilots.
What about the EU AI Act "high-risk" designation for insurance?+
Life and health pricing/eligibility are classified as high-risk. We deliver the conformity assessment, technical documentation, and post-market monitoring the Act requires.

Ready to move an AI use case into production?

30-minute call, no pitch — we'll pressure-test your target use case and walk you through what pilot-to-production looks like for insurance.

Book your call