Merlise achieves breakthrough results on SciFact-Open
Merlise
Legal

Citations that hold, clauses that never slip through.

Read a data room, surface the obligations that matter, and check every authority against the case it cites. A holding that rests on a case that was never real is caught before it reaches the filing.

Legal
95%

recall on material adverse change clauses on live deals.

1 in 6

answers from general research tools still carried a fabricated citation in testing.

A fabricated citation reads exactly like a real one. The cost is not the typo; it is the brief that goes out resting on a case that does not exist.

It checks the authority, not just the wording.

Merlise resolves every citation to the reporter and the parties it names. When the volume, page, or court does not line up, the claim is flagged and the brief never inherits it.

Diligence

Inside the review you already run.

Upload the data room or the draft. Findings come back ranked, each linked to its source, ready for an associate to confirm rather than hunt.

Ingest the room

Contracts, side letters, and disclosure schedules are read with structure intact.

Flag the non standard

Clauses that depart from your firm's positions are surfaced against your playbook.

Verify the authority

Every cited case is resolved to the reporter before it reaches a filing.

Read it claim by claim.

Every statement gets a calibrated reading, a verdict, and the record behind it. The ones that need a person rise to the top.

Case lawCourt docketsOpenCorporatesUSPTOWikidata
VERIFICATION LEDGERAcquisition diligence memo · 4 claims
Holding rests on Aldridge v. Calloway, 512 F.3d 220 (9th Cir.).Citation
5%
No case by this name or citation in the reporter.Refuted
Case law
Change of control requires counterparty consent.Clause
88%
Clause 9.3 matches the executed agreement.Supported
Data room · SPA
No litigation pending above $1M.Relational
41%
Two filings exceed the threshold on the docket.Disputed
Court dockets
The target holds the three patents it lists.Atomic fact
83%
Assignments on file for all three.Supported
USPTO assignment record

It found a citation in a draft brief that pointed at a case that did not exist. That is the one that keeps you up at night.

Partner, Corporate · a Chancery Lane law firm

See it on one of your own documents.

Bring a real legal document. We will walk you through the ledger, claim by claim.

Try it live →Request a demo →