What makes this sector different
- Solvency II
- GDPR
- SOC 2 Type II
- EU AI Act
Insurance runs on document-heavy processes that language models are genuinely good at — provided the outputs are grounded, cited and reviewable by the humans who remain accountable for the decision.
We build claims triage, submission intake and fraud detection that reduce handling time while leaving a clear record of why each case went the way it did.
Document intake
Scanned forms, photographs and email threads as the primary data source.
Reviewable automation
Straight-through processing that an ombudsman can reconstruct.
Fraud signal sparsity
Detecting rare patterns without drowning adjusters in false positives.
Legacy policy systems
Modern intake in front of administration platforms from another era.
Published work in this sector is limited
Most of our insurance engagements sit under arrangements that prevent us publishing them. We can walk through anonymised architecture and outcomes in a conversation, and arrange named references at proposal stage.
Ask about our work here →
A short conversation with an engineer, not a sales qualification call. If we're the wrong people for it, we'll say so and point you somewhere better.