Merlise achieves breakthrough results on SciFact-Open
Merlise
Financial

Catch the number that does not match the filing.

Run a 10-K or 10-Q before it goes out. Merlise reconciles every figure in the narrative against the statements and prior disclosures, and links each finding back to EDGAR.

Financial
5 years

of audit trail. Every reading traces to a source disclosure.

$14,200

estimated annual cost per knowledge worker of acting on wrong figures.

A metric that moved ten points with nothing in the MD&A to explain it is the kind of thing three reviews miss and one regulator does not.

Reconcile the narrative against the statements.

When the prose says one number and the filed statement says another, Merlise marks the gap rather than averaging it away, and shows you both figures with their source.

Pre filing review

Before it reaches the wire.

Drop in the draft. Every figure, cross reference, and footnote is checked against the filing record, with the conflicts surfaced first.

Read the draft

Tables and footnotes are parsed as structured claims, not flat text.

Reconcile to EDGAR

Each figure is checked against the filed statements and prior periods.

Surface the gaps

Conflicts and unsupported moves rise to the top with their source.

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.

SEC EDGARPrior filingsOpenCorporatesEarnings transcriptsWikidata
VERIFICATION LEDGERQ3 10-Q draft · 4 claims
Net income reached $18.4M in FY2024.Numeric
33%
Filed statement reports $16.9M. Overstated by 9%.Disputed
SEC EDGAR · 10-K
Revenue rose to $4.2M in Q3, up 38% on the year.Numeric
86%
Filing confirms $4.18M.Supported
SEC EDGAR · 10-Q
Note 7 reconciles to the cash flow statement.Relational
47%
Cross reference points at the wrong note.Disputed
Draft · internal
No customer exceeds 10% of revenue.Atomic fact
79%
Consistent with the segment disclosure.Supported
SEC EDGAR · 10-K

Reports go through Merlise before they reach a client, and we read the unsupported figures first.

Head of Research · a Mayfair hedge fund

See it on one of your own documents.

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

Try it live →Request a demo →