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Automation modules designed for the modern lab.

We deliver automation modules designed to make your lab's data entry faster, easier, and more accurate.

01

Step

Scan or upload custody forms

02

Step

AI extracts key data

03

Step

Validation rules catch errors

04

Step

Push data into your LIMS

Step 01

Scan or upload custody forms

Bulk ingest, single upload, or watched folder — however forms arrive at your lab, AutoForge takes them in without changing your intake workflow.

  • Batch or single upload
  • Watched-folder ingest
  • Mobile scan companion
  • Multi-page & duplex support
Batch or single uploadready
Watched-folder ingestready
Mobile scan companionready
Multi-page & duplex supportready
Step 02

AI extracts key data

Our extraction engine is tuned specifically for chain-of-custody forms — reading handwritten, block, and printed fields with per-field confidence scoring.

  • Handwriting-tuned models
  • Field-level confidence
  • Multi-language support
  • Zone-based templates
Handwriting-tuned modelsready
Field-level confidenceready
Multi-language supportready
Zone-based templatesready
Step 03

Validation rules catch errors

Rules mirror your SOPs. Missing signatures, out-of-range temperatures, mismatched sample IDs — flagged and queued for review before anything reaches LIMS.

  • SOP-driven rules
  • Range & format checks
  • Duplicate detection
  • Human-in-the-loop review
SOP-driven rulesready
Range & format checksready
Duplicate detectionready
Human-in-the-loop reviewready
Step 04

Push data into your LIMS

Delivered in the exact file format your LIMS expects — LabWare, STARLIMS, LabVantage, or a custom API. Zero rip-and-replace.

  • All major LIMS supported
  • EDD / CSV / XML / JSON
  • Direct REST integrations
  • Full delivery audit trail
All major LIMS supportedready
EDD / CSV / XML / JSONready
Direct REST integrationsready
Full delivery audit trailready
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Want to see it working on your forms?