How the intelligence is built.
We go where the answers are: hard-to-find data from public and proprietary sources, refined by advanced machine learning into the patterns that drive value for attorneys, adjusters, contractors, and property owners.
01 Hard-to-find data
DAIS goes after the data others overlook. We assemble court dockets and case filings, state insurance and regulatory filings, property and permit records, and our own proprietary datasets, reaching across the jurisdictions and sources that are difficult to compile by hand. Coverage today includes Florida, Washington, and Texas, with more jurisdictions in development.
02 Machine learning & pattern detection
Advanced machine learning links, resolves, and analyzes the data at a scale manual review can't approach, surfacing the patterns that actually move a case: defendant and carrier posture, repeat-defendant behavior, settlement benchmarks, and exposure. The models do the heavy lifting so the signal rises to the top.
03 From data to a decisive brief
The output is a decision-ready intelligence brief, concise, sourced, and framed for the decisions that matter in any claim. A clearer read on carrier conduct, builder posture, and market benchmarks, so you negotiate and act from a more informed position.
04 Built responsibly
Intelligence is delivered in aggregate, anonymized form: a read on institutional conduct across the market, not records about individuals. DAIS describes patterns in carrier and builder behavior at the population level. DAIS Analytics, LLC is a data-analytics company; it does not provide legal advice or form an attorney-client relationship. How the intelligence informs a matter is always the attorney's judgment.
What data sources does DAIS Analytics use?
DAIS draws from public regulatory filings, state and federal records, court dockets, and proprietary data sources spanning Florida, Washington, and Texas. The specific dataset catalog is available to Founding Members; detailed sourcing is also shared with investors.
Is the intelligence individualized or aggregate?
All DAIS intelligence is aggregate and anonymized at the market level. Outputs describe patterns across builder portfolios and carrier claim populations, not individual people. DAIS does not provide individualized records or personal data.
Does DAIS Analytics provide legal advice?
No. DAIS Analytics, LLC is a data-analytics company. It is not a law firm and does not provide legal advice or form an attorney-client relationship.
What machine learning does DAIS use?
Advanced AI and machine learning power multiple stages of the analytics pipeline, assembling fragmented records into coherent portfolios, surfacing behavioral patterns at scale, and producing the final intelligence brief. The technical methodology is shared with Founding Members and investors.
What jurisdictions does DAIS Analytics cover?
Current coverage is Florida (construction-defect and insurance-carrier analytics), Washington (insurance bad-faith analytics under IFCA), and Texas (insurance-carrier analytics). Additional jurisdictions are on the roadmap.
If you’d like to walk through the methodology, Founding Members get a direct line to the team.