Document intelligence

document intelligence 
from your documents

Rasyn turns unstructured documents into structured, agent-ready data, whether it's PDFs, scans, or forms. Public benchmarks tell you how a model does in general. Rasyn tells you how it does on your documents.

What you get:
Any document typeStructured outputOn-prem or cloud
Try SynapseBuild your benchmark

Built for documents you don't control

Rasyn reads whatever you send it and hands your systems clean, typed data.

Any document type

PDFs, scans, photos, faxes, forms. No per-template setup.

Field-level confidence

Every extracted value carries a confidence score you can route on.

Structured, validated output

Typed JSON that matches your schema, checked before it ships.

On-prem or cloud

Run it in your VPC or fully air-gapped. Documents never have to leave.

Agent-ready

Output shaped to drop straight into agent tool calls and pipelines.

No model babysitting

Rasyn picks the approach per document. You don't tune anything.

What you actually get

Four things that matter when documents feed real systems.

Field-level confidence

  • •Per-field confidence scores
  • •Route low-confidence fields to review
  • •No silent guesses

Structured extraction

  • •Define the schema you want
  • •Typed values, not raw text
  • •Validation before output

On-prem / air-gap

  • •Deploy inside your infrastructure
  • •Fully offline option
  • •Nothing leaves your network

Agent-ready output

  • •Clean JSON for tool calls
  • •Stable keys and types
  • •Drops into existing pipelines

The only benchmark that matters is yours

There are so many public benchmarks.

None of them look like your documents.

The one that matters is yours.

There are so many public benchmarks.

None of them look like your documents.

The one that matters is yours.

We help you build a private benchmark on your files and compare across vendors out there.

Wanna try your own benchmark?

Try BenchpressTalk to us

You compose a workflow, we emit an API.

Intake
Read
Structure
Probe
POST /v1/extract

Or just whip out an API

One endpoint. Send a document, get structured data back.

Built for developers

REST, JSON in and out
One endpoint, predictable shape
Bring your own schema
You define the fields you want
Sync response or webhook
Whatever fits your pipeline
Same engine, no lock-in
Plain HTTP, portable output
Get API access

Or see pricing and credits.

Example request
curl -X POST https://api.rasyn.tech/v1/extract \
  -H "Authorization: Bearer $RASYN_API_KEY" \
  -F 'schema={"invoice_number":"string",
            "total":"number","due_date":"date"}'
Example response
{
  "fields": {
    "invoice_number": { "value": "INV-4471", "confidence": 0.98 },
    "total":          { "value": 1284.50, "confidence": 0.95 },
    "due_date":       { "value": "2026-03-01", "confidence": 0.91 }
  },
  "document": { "pages": 1, "type": "invoice" }
}

Industries

Deep, opinionated support for one vertical today. More next.

Healthcare

Clinical notes, labs, prescriptions, and prior-auth, mapped to EHR-ready structure.

BFSI

Statements, KYC documents, loan files, and claims.

EdTech

Transcripts, applications, and student records.

Enterprise

Contracts, invoices, and internal forms.

Healthcare is live. More industries are on the way.