Document extraction · replacement recipe

A few document layouts to structured data

Replaces Docparser. 1 ways out.

Modeled, not measured. Savings use public prices and planning assumptions: the bill you stop paying, minus the new tool, your upkeep time and your setup time at $50/hour, over the first 12 months. No verified migrations yet. Check the must-haves in each recipe before you switch.

What you use

  • Upload
  • Field extraction
  • Schema validation
  • Review queue
  • CSV/JSON export

Not covered

  • Guaranteed arbitrary OCR
  • Human review elimination
  • Regulated-document assurances
  • Unlimited layout support

Check before switching

  • Known document classes
  • Quality benchmark passes
  • Per-page/API cost included
  • Human correction time measured

Agents: get_recipe("structured-extraction") on the Stackcut MCP server.

1 ways out, best first

Replace with AIReplace with AI: a few document layouts to structured dataSavings not modeled yet
Use native text parsing first and a paid extraction/model API when necessary; preserve evidence and route uncertainty to review.

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