About
Sediment Research LLC
Sediment Research builds pattern intelligence for financial dispute practitioners.
The premise is simple. Thousands of resolved disputes are public record. Each one contains signal — the claims that appeared together, the conditions that mattered to the panel, the outcome. Most of that signal has never been structured for use.
Sediment Research encodes it. Case by case, claim type by claim type, one domain at a time.
The first domain is FINRA securities arbitration. Insurance claims disputes follow in 2026.
Built by
Suggested structure: background in graph/ML/data → why this problem → what the technology does (one sentence) → how to reach them.
Why this, why now
Practitioners have always known that resolved cases contain pattern knowledge. The question was whether that knowledge could be made accessible — structured, searchable, usable at the point of research rather than after years of practice.
The answer required two things: a large enough corpus of resolved decisions and a way to encode structural relationships rather than just text. Both exist now.
Sediment Research is the result of applying that approach to financial dispute domains, starting where the public record is richest: FINRA arbitration.
More domains follow the same path. The knowledge compounds with every case.
FINRA pattern intelligence is live now. Four Advisory Partner seats available.