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Form Recognizer

Turns structured and semi-structured forms into validated fields with layout understanding.

97–99%
Key-value accuracy
70–80%
Paper forms eliminated
−70%
Data-entry time
3–5 months
Payback period
Fr
Form Recognizer
DOC · No. 70 of 117
What it does

Form Recognizer in production

  • Reads checkboxes, radio buttons and tick marks
  • Pairs labels with values using layout cues
  • Handles semi-structured forms without templates
  • Validates fields against format and lookup rules
  • Flags missing or inconsistent mandatory fields
  • Digitises paper forms captured on tablets and phones

45-second film: the Form Recognizer tile, an animated mockup and the KPI impact.

How it ships

Live in 6–9 weeks, inside your perimeter

Deployment options
On-premise (air-gapped)Private cloudManaged cloudHybrid
Integrates with
SalesforceServiceNowWorkdayEpicMicrosoft Dynamics 365Microsoft Power Apps
Technology stack
PythonTesseract · PaddleOCRTrOCR (handwriting ICR)LayoutLMv3 · DonutQwen2-VL · Llama 3.2 VisionQdrant
Compliance & security
GDPRDPDPISO 27001SOC 2 Type IIHIPAA-eligiblePCI DSS

See Form Recognizer running inside your environment

A 20-minute technical walkthrough, no slides. Ships in 6–9 weeks.

Book a walkthrough →Browse the library →