AI / Machine Learning / cv-08
OCR-Free Document Vision Extractor
Turns image and video streams into automated inspection, safety, and operational intelligence.
Commercial Scale
$27,950 USD
Risk Reduced
Automation Reliability
Executive Situation
Legacy scans had poor OCR performance because handwriting, stamps, and nonstandard layouts broke traditional text extraction workflows.
Modular Solutions Response
We trained an OCR-free vision encoder-decoder on document images and structured targets, then added schema validation and confidence-based repair prompts. The extractor handles tables, stamps, and mixed orientation pages with fewer preprocessing assumptions.
Industry
Enterprise Operations
Category
Computer Vision & Spatial Intelligence
Specialty
Optimized
Evidence Basis
Model + MLOps
parameters
201M vision encoder-decoder
latency
730ms page parse
training
121 GPU hours
loss
L = CE(sequence tokens)
Enterprise Security Gate
Network Access Restricted.
Detailed files, client-specific assumptions, and delivery channels remain controlled.