AI & Machine Learning
Computer Vision & OCR Development
Turn every scanned page, invoice, X ray, or shelf photo into structured, queryable data: with production accuracy.
What are computer vision and OCR services?
The Answer
Computer vision and OCR services turn unstructured images — invoices, X-rays, shelf photos, contracts — into structured, queryable data. We combine traditional OCR (Textract, ABBYY) with vision language models (GPT-4o, Claude) for 95%+ extraction accuracy on messy real-world documents, with confidence scoring and HIPAA compliance built in.
What you get
Three outcomes we commit to before we start.
01
95%+ extraction accuracy on real world documents
Structured extraction from invoices, contracts, forms, and clinical notes: with confidence scores per field. Below threshold extractions route to human review instead of quietly poisoning downstream systems.
02
Vision LLM hybrid pipelines
Traditional OCR (Tesseract, Textract, Google Doc AI) plus vision language models (GPT 4o, Claude 3.5 Sonnet) for the layouts that break rule based systems. Best in class accuracy on messy real world documents.
03
HIPAA / SOC 2 deployable
Every pipeline runs inside your VPC. PHI heavy medical imaging workflows use on prem GPU inference; document processing pipelines run in your AWS/Azure account with signed BAAs.
The Guaranteed Production Pilot
Fixed scope · Written targetA production Computer Vision & OCR system in your VPC: audited, documented, owned by your team.
Not a slide deck and not a sandbox demo: a working Computer Vision & OCR deployment inside your own cloud boundary, mapped to your compliance controls and handed over with the schema, the eval harness, and the runbook.
Architecture and success criteria signed off in week one. First working slice running in your environment inside 30 days.
Fully done for you. Our senior squad owns ontology, build, evals, and compliance mapping: your team reviews and signs off, nothing more.
Fixed scope, fixed price, and a measurable success target agreed in writing before we start. Miss the target and you don't pay for the pilot.
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Service FAQ
People also ask about computer vision & ocr.
For structured line items on standard invoice templates: 97 to 99% at the field level. For messy multi page vendor invoices with varying layouts: 92 to 96%, with a human review queue for the sub 90% confidence extractions. We benchmark against your actual document sample during discovery: no vendor brochure numbers.
Not sure which lane is yours?
Which lane needs computer vision & ocr right now?
A 30 minute call and we'll tell you whether this service or a different starting point fits your team best.
Enterprise
Fortune 500 & Regulated Industries
Scale ups
Founders & High Growth Product Teams
Brands
CMOs, D2C, Franchises & Retail
Small Teams
Trades, Agencies, Founders & Solopreneurs