Why "Loosely Defined" Beats "Perfectly Designed"

Forms are fossils.

Legacy ERPs insist you conform to their schema before they will listen. We flip that contract: send us the data in whatever skin it already wears—PDF, Email, EDI 850, Slack thread, voice note.

Try It: Upload Any Document Format

Document Ingestion

Drag and drop any document, or click to browse

Supported Formats:

PDF Invoice

vendor-invoice.pdf

Email Thread

Purchase approval chain

EDI 850

Electronic purchase order

Slack Message

Expense approval thread

Voice Note

Field expense recording

AI Processing Pipeline

1. Recognition

AI agents identify document type and extract structured data

2. Normalization

Data is transformed into standard business objects

3. Posting

Events are created and posted to the ledger automatically

Our Ingestion Agents Handle Everything

Zero Code for New Doc Types

The parser chain is model-driven, not hand-coded. New document formats are automatically recognized and processed.

No development required: AI agents learn new formats on the fly

Full-Fidelity Capture

Raw file is hashed & archived; nothing is lost in translation. Complete audit trail from source to ledger.

Perfect preservation: Original documents always accessible

Audit Intact

Every transformation step is logged as its own event. Complete traceability for compliance and auditing.

Audit-ready: Every step documented and traceable

How It Works Under the Hood

Processing Pipeline

Any Format

AI Recognition

Normalization

Ledger Posted

Example: PDF Invoice Processing

Input: Raw PDF

vendor-invoice-2025-001.pdf → AI Vision Agent

Extracted Data:

{
  "document_type": "vendor_invoice",
  "vendor": "ACME Corp",
  "invoice_number": "INV-2025-001",
  "amount": 15000,
  "due_date": "2025-09-15",
  "line_items": [
    {
      "description": "Professional Services",
      "quantity": 40,
      "rate": 375,
      "amount": 15000
    }
  ]
}

Generated Events:

INVOICE_RECEIVED → AP_OBLIGATION_CREATED → APPROVAL_REQUIRED

Stop Building Forms. Start Processing Everything.

See how our AI agents handle any document format without a single line of custom code.