AI for Insurance & Financial Services
Underwriting, claims and compliance run on documents and judgment — and both are slow by hand. We build AI that reads the documents, scores the risk, flags the anomalies and explains every decision, so your people spend their time on the cases that actually need a human.
- 47 ms
- real-time risk/fraud scoring (PropCFlow)
- 90%+
- less manual document processing
- Audit-ready
- explainable decisions by design
Delivered in production
Sound familiar?
Underwriting and claims bottlenecked by manual document review
Fraud and anomalies caught in next quarter’s audit, not in the moment
Black-box models that compliance and regulators will not accept
What we build for insurance & financial services
Document-heavy underwriting
LLM extraction from applications, statements and policies — cutting manual processing by 90%+, with human review on low-confidence cases.
Claims triage & automation
Route, tag and pre-assess claims automatically, escalating the complex ones to a person with the context already gathered.
Real-time fraud & anomaly detection
Streaming ML scoring in milliseconds, with explainability built in from day one.
Explainable, audit-ready decisions
SHAP values and reasoning traces plus decision logs designed for audit — every automated decision is justifiable.
Proven in production
From 8 Hours to 47 Milliseconds: Real-Time Fraud Scoring at Fintech Scale
47 ms
Fraud-scoring latency, down from 8 hours
Read the PropCFlow Inc. story →
From Handwritten Deeds to $8.5M in New Leases: AI-Powered Mineral Rights Intelligence
90%
Faster deed processing
Read the Glacier Analytics story →
AI for Insurance & Financial Services — FAQs
Can you deploy inside our security perimeter?
Yes — everything runs in your cloud account with your access controls. Data never leaves your environment, and we work within your compliance requirements.
How do you handle explainability for regulators?
We build it in from the start — SHAP for tree models, structured reasoning traces for LLM systems — plus decision logs designed for audit.
Can this work with our legacy policy-admin or claims systems?
Yes. API integration with your existing systems and data sources is standard scope, not an add-on — we build around your stack, not a rip-and-replace.
Do you work with brokers and smaller carriers, not just large insurers?
Yes — the fixed-price Sprint model was designed for teams that need production-credible AI before they can justify a full in-house ML team.
Ready to talk insurance & financial services?
Book a free scoping call and you’ll leave with a fixed-price roadmap — a clear scope, an exact price, and a start date. No obligation, no hourly meter.