How the intelligence is built.
Specificity is credibility. Here is exactly where our data comes from, how it is de-identified, and what we deliberately do not do.
01 Data sources
DAIS is built on public records. Our inputs include court dockets and case filings, state insurance and regulatory filings, and property and permit records across the jurisdictions we cover. We do not use confidential client files, sealed records, or privileged material. Coverage today centers on Florida and Washington, with additional jurisdictions in development.
02 De-identification
Intelligence is delivered in aggregate. Before any pattern reaches a brief, it passes a K-anonymity de-identification standard: figures are only reported where they describe a group large enough that no individual matter or party can be singled out (our floor is K≥11). The product is a read on the market — not a dossier on a person.
03 From records to brief
Raw records are normalized, linked, and analyzed for the patterns that matter at the negotiating table: posture, repeat-defendant behavior, settlement benchmarks, and aggregate exposure. The output is a decision-ready brief — concise, sourced to public records, and framed for the questions an attorney actually has to answer.
04 What we don't do
DAIS does not provide individualized data about specific people, does not give legal advice, and does not form an attorney-client relationship. We do not sell contact lists or solicit on anyone's behalf. DAIS Analytics, LLC is a data-analytics company; how the intelligence informs a matter is always the attorney's judgment, not ours.
If you'd like to walk through the methodology in detail, founding-cohort access includes a direct line to the team.