Read, extract, and reason over the documents that run your business, contracts, statements, forms, and filings, at scale and with an audit trail.
Extraction your auditors can trace to the page.
Extracted numbers end up in filings, ledgers, and decisions. If a value cannot be traced back to the page it came from, it is a liability wearing a productivity costume. Traceability is the product here.
Compliance
Every extracted value links to the exact page and region it came from, with a record of model version, confidence, and reviewer. When an auditor asks where a number came from, you show them.
Legal
Contracts, statements, and filings stay inside your environment and never train an outside model. The structured data the pipeline produces is yours, in writing.
Security
Documents are processed inside your boundary with scoped access and encryption in transit and at rest. Nothing is uploaded to a shared service you cannot inspect.
Process any document type at volume, with every value traceable back to its source.
Extraction
Pull fields, tables, and clauses into structured data from any format.
Classification & routing
Identify document types and send them where they belong.
Validation & reconciliation
Check extracted data against your systems and flag exceptions.
Summarization
Condense long documents into the parts that matter.
Review workflows
Route low-confidence items to people, and learn from corrections.
Audit trail
Every extraction traces back to its source page.
Accurate, auditable, human-checked.
Source-grounded
Each value links to the page it came from.
Auditable
A complete record of every extraction and decision.
Human-in-the-loop
Low-confidence items get a person before they’re trusted.
Straight answers for your reviewers.
- How accurate is the extraction, and what happens below the bar?
- Accuracy is measured per field against your gold standard, and anything below the confidence threshold routes to a person instead of into your systems. Corrections feed back into the pipeline, so the review queue shrinks over time. The design goal is no silently wrong values, ever.
- Can we trace an extracted value back to its source?
- Yes, to the page and region it came from, for every value. That trace is stored with the data, so a number in your system of record can be defended months later without hunting for the original document.
- Does Linkt see or train on our documents?
- No. Documents are processed inside your environment, and their content never trains Linkt’s models or anyone else’s. What the pipeline learns from your corrections stays yours.
- What formats and volumes can it handle?
- PDFs, scans, photos, faxes, spreadsheets, and email attachments, in the mixed quality real operations produce, at production volume. Documents are classified on arrival and routed to the right pipeline, so one intake handles many document types.
- How is this different from OCR or an IDP tool?
- OCR reads characters; this reads documents. The pipeline extracts, then validates against your systems of record, reconciles mismatches, flags exceptions, and routes low-confidence items to people. It is deployed around your workflow and owned by you, not licensed per page forever.
Turn your documents into data.
We get AI workflows through compliance, legal, and security and into production.