We architect governed AI systems for insurers and MGAs. This is where we publish the work: implemented workflows, benchmark studies, and the reasoning behind every architectural decision.
Four convictions about data, governance, knowledge, and the market shift — from practitioners who have run these systems in production.
Ten capabilities across four layers: AI-ready pipelines, semantic knowledge, governance tooling, and traceable agentic workflows.
Submission triage, FNOL intelligence, WC jurisdiction rules, loss run analysis, data quality certification, and five more.
We publish the evaluation criteria before the results. OCR benchmarks, extraction stack architectures, and hallucination analysis on real documents.