Service 03 — Image Processing
Every Pixel Pulling Its Weight
Scanned contracts nobody can search. Product photos in twelve inconsistent styles. Camera frames piling up unreviewed. Our pipelines turn messy visual stock into clean, labeled, queryable assets.
We combine classical image processing with modern OCR and vision models — choosing per step whatever is most accurate, not most fashionable.
- OCR & document extractionHandwriting-tolerant text capture with confidence scores.
- Enhancement & restorationDenoising, deblurring, upscaling and color normalization.
- Bulk labeling & searchAuto-tags and visual search across your whole library.
What's Included
A Pipeline, Not A Script
Ingest & Normalize
Connectors for scanners, S3 buckets, DAMs and cameras — with format cleanup on arrival.
Extract & Read
OCR, table parsing and field extraction tuned to your document layouts.
Enhance & Standardize
Catalog-ready imagery: backgrounds, crops, color profiles and resolutions unified.
Index & Deliver
Searchable archives and clean APIs feeding your ERP, CRM or storefront.
Quality Control
Accuracy You Can Sample
Low-confidence reads never slip through silently. Every extraction carries a score; anything below your threshold routes to a fast human review screen — and those corrections feed back into the models.
- Confidence-gated reviewHumans check the uncertain 3%, not the obvious 97%.
- Layout-aware parsingTables, checkboxes and multi-column forms read correctly.
- Continuous learningCorrections retrain the pipeline on a schedule you set.
Related Work
Processing In Production
Yes — constrained handwriting (block capitals, digits, checkboxes) reads at very high accuracy. Freeform cursive gets a confidence score and human review where needed.
Our largest deployment processes 2M+ pages a month with autoscaling workers. Throughput is sized during the pilot so you pay for capacity you actually use.
Your cloud, our managed cloud, or on-premise for regulated documents. Data residency requirements are designed in from day one.
Send us 500 sample images. We'll show you what's possible.
Free extraction trial with accuracy scores on your real documents.