Documents in.
Structured truth
out.
Structora turns chaotic, unstructured legal and financial documents into validated, machine-readable data infrastructure — with citations to every source span and auditable confidence on every field.
Most extraction tools give you guesses on a page. Structora gives you a system — with schemas you control, validations you can audit, and confidence you can actually trust on the floor of a deal.
Schema-first extraction
Define the data you need with our schema editor or bring your own JSON Schema. We extract to your shape — not ours.
Custom schemas · Versioned · ReusableCross-document validation
Rules engine reconciles values across exhibits, schedules, and amendments. Surfaces conflicts before they reach a human.
Deterministic · Explainable · CitedAuditable infrastructure
Every field links back to its source span, with model confidence, reviewer history, and a full audit trail your compliance team will love.
SOC 2 · ISO 27001 · Field-level auditStructora is a system of stages, not a single model. Each stage is observable, replaceable, and built for the realities of enterprise documents: scans, redlines, footnotes, and 800-page exhibits.
Normalize
OCR with layout preservation. Tables, headers, footnotes, redlines and stamps — all recovered.
Route
Document & section classifier picks the right schema and extraction strategy.
Resolve
Multi-pass extraction with span-level citations and per-field confidence.
Reconcile
Rules + cross-document checks catch conflicts before they reach a human.
Stream
Push to your data warehouse, lake, or system of record. Webhooks, SDKs, exports.
Two industries. The same data problem at the bottom: critical decisions trapped inside thousand-page PDFs nobody can search.
For the lawyers who actually have to read it.
Credit agreements, ISDAs, M&A diligence sets, lease portfolios. Extract clauses, parties, dates, covenants, defined terms — with redline awareness baked in.
Turn filings & memos into time-series data.
10-Ks, 10-Qs, S-1s, fund decks, CIM books, KYC packets. Structured, normalized, and reconciled across periods — ready for your models.
"We replaced a team of seven analysts and a vendor we'd used for nine years. Structora gave us data we could actually trust — with the citations to prove it."
See Structora on your own documents.
Bring 5–10 representative documents. We'll spin up a sandbox with your schema and run them end-to-end in 48 hours. No commitment, no procurement maze.