Insights.
Research on the data infrastructure behind the claims economy: how public records, regulatory filings, and machine learning combine to produce market intelligence.
Reading carrier behavior from CRN data: what aggregate patterns reveal
Florida’s Civil Remedy Notice is a jurisdictional prerequisite for bad-faith claims and a public dataset that, read in aggregate, surfaces carrier behavior patterns that are otherwise invisible.
Read Washington · Bad FaithWashington IFCA notices as a market signal
Washington’s Insurance Fair Conduct Act requires pre-suit notice filings with the Office of the Insurance Commissioner. In aggregate, those notices are a real-time market signal on carrier conduct.
Read EditorialThe asymmetry problem in construction-defect litigation
The defense side has priced exposure from data for decades. The plaintiff bar has worked from instinct. Why that gap is structural, and what closing it looks like in practice.
Read Florida · Construction DefectHow Florida’s §558 process creates a public data trail
Florida’s construction-defect pre-suit framework is built on public-record infrastructure: permits, licensing, court filings. How that data trail works and what it reveals in aggregate.
Read Technology · DataEntity resolution in legal data: why builder-portfolio tracking needs machine learning
Large homebuilders operate under dozens of subsidiary entities. Manual matching misses connections that matter. How ML entity resolution closes the gap.
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