Review any document — rules or AI, your call
Point DataQualify at contracts, invoices, PDFs, scans and emails. Extract and validate them with a deterministic rule engine, an LLM, or both — and nothing leaves your machine unless you allow it.
Deterministic patterns, dictionaries and layout rules — runs 100% offline.
Two ways to read a document
Deterministic where you need auditability, AI where you need understanding. Use either — or chain them.
Rule-based
Regex, dictionaries, checksums and layout rules extract and validate fields the same way every time. Fully offline, fully explainable — the answer never changes between runs.
- Runs air-gapped, zero external calls
- Deterministic & audit-ready
- Checksums for IBAN, VAT, tax IDs
AI-powered
An LLM understands messy scans, free-text clauses and documents it has never seen — pulling out meaning, not just patterns. Point it at your own model, cloud or self-hosted.
- Handles OCR noise & unseen layouts
- Understands clauses & intent
- Bring your own LLM — 8 providers
Nothing is shared without your permission
By default every document is processed on your own infrastructure. AI review only reaches an LLM after you explicitly turn on consent — and even then, PII is redacted first and every send is written to an immutable log. Deploy fully air-gapped and no byte ever touches the internet.
On-prem by default
Rule review and OCR run entirely on your machines. No cloud round-trip, ever.
Consent-gated LLM
A document reaches an LLM only when you flip consent on — per run, revocable, off by default.
Redacted before send
Detected PII is masked before anything is sent, so models never see raw identifiers.
Air-gap ready
Run the whole pipeline with self-hosted models and zero outbound network access.
Every send logged
An immutable audit trail records what was sent, to which model, and who approved it.
Bring your own LLM
Point AI review at your own hosted model — the data stays inside your boundary.
Built for unstructured documents
Contracts, invoices, forms, correspondence — structured or scanned.
Review your documents without giving them away
Run rules on-prem, add AI when you choose to, and keep every byte inside your boundary until you say otherwise.