All systems

System

Research synthesis

ResearchOperations

Turn a mountain of messy documents into partner-grade work product, fast, with every claim traceable to source.

Proof220 documents into a case package a senior IP litigator called the best he'd seen in 40 years.

The problem

The signal is buried in hundreds of files, the stakes are high, and partner-grade analysis has always meant scarce, expensive senior hours.

The outcome

A decision-grade deliverable with auditable provenance, in days not months.

This points the same operating pattern at about the most adversarial environment there is. A large, messy corpus goes in. Several AI models work it in passes against a structured source, each used where it’s strongest, under rules that keep the output inside defensible accuracy. A partner-grade deliverable comes out: the merits, the evidence that matters, the holes, and the recommended line.

Every claim traces back to source, so the work holds up under scrutiny. One receipt: we turned roughly 220 documents into a case summary and evidence package, and a senior litigator at one of the country’s top firms wrote back that in nearly forty years of practice he had never seen a better one.

It travels anywhere the document load has outrun the team: legal and IP, due diligence, regulatory, institutional research, complex claims.

A senior IP litigator's emailed reply calling it the best case summary he had seen in nearly 40 years of practice
The litigator's reply, unprompted. Firm and matter redacted.
All systems