01 · Gather
Collect the full authority set.
Ingest legislation, regulations, cases, guidance, contracts, dockets, and official updates.
Sectors / Legal
The legal answer depends on jurisdiction, time, authority, and facts.
Statutes, regulations, cases, agency guidance, contracts, and local rules change independently and cite one another imperfectly. We build a time-aware legal knowledge base that shows which authority controls and why.
Research
Legal information is technically available but operationally fragmented. The same issue can be governed by statutes, regulations, precedent, agency guidance, contract terms, and local rules with different effective dates.
Search returns documents; legal work requires determining authority, applicability, conflict, and change over time. A reliable system must preserve exact sources and show the chain from facts to governing rule.
Questions Worth a Clean Answer
Ask hard. Answer with clean data.
- Q01Which rule governs this fact pattern in this jurisdiction on this date, and what is the complete authority chain?
- Q02Where do regulations, agency guidance, and case law conflict or leave a material ambiguity?
- Q03Which new legal developments change an organization’s obligations, deadlines, or risk exposure?
The Method — A Continual Loop
Gather, organize, refine, test, prioritize — repeat.
02 · Organize
Map jurisdiction and authority.
Connect rules, definitions, citations, courts, agencies, dates, and affected entities.
03 · Refine
Resolve versions and conflicts.
Separate superseded text, distinguish binding from persuasive authority, and expose exceptions.
04 · Test
Apply rules to fact patterns.
Evaluate interpretations against precedent, counterexamples, and simulated scenarios with citations.
05 · Prioritize
Surface material obligations.
Rank changes and issues by applicability, consequence, deadline, and confidence.
The Cascade
Legal Authority Cascade.
Linking rules, versions, jurisdictions, and precedent turns document retrieval into a traceable answer about what governs now.
Sources
Authority
Work
Outcomes
Select any node to trace its chain. Left to right: Sources → Authority → Work → Outcomes.
What the Core Delivers
Knowledge you can act on.
- A time-aware map of legal authority, definitions, citations, jurisdictions, and effective dates.
- Answers with the governing source chain and material uncertainty attached.
- Legal and regulatory changes prioritized by applicability, deadline, and consequence.