Field notes
Claims operations, in the open.
How we think about AI agents for insurance — fraud detection, human-in-the-loop approvals, and the messy reality of running claims at scale.
Welcome to the Grivara blog
Why we're building an AI claims command center — and what we'll write about here.
#company#product· 4 min readThe fraud landscape got synthetic
Generative AI made fabricated evidence cheap, and rule-based defenses built for the pre-AI era can't keep up. Here's what broke and how Grivara closes the gap.
#fraud#product#engineering· 9 min readThe Grivara blog design kit
Every component available in MDX posts, with usage examples.
#design#reference· 3 min readInside graph collusion
What a 3-hop neighborhood actually tells you about a fraud ring — and how we turn it into a single number an adjuster can trust.
#fraud#graph#engineering· 8 min read