AI OCR · Edinburgh
AI OCR in Edinburgh
Reading text from scans, photographs and PDFs for Edinburgh organisations where traditional OCR falls short. The gap between classical OCR and current vision models shows up exactly where the difficult documents are — handwriting, poor scans, tables, and anything photographed at an angle on a phone.
Why this comes up
The problem
The OCR tool copes with clean typed pages and fails on everything else. Someone re-types the failures, which is most of the awkward ones.
What you get
What we deliver
- A sample of your genuinely difficult documents tested before anything is committed
- Vision-model extraction where classical OCR fails, with the cheaper option kept where it works
- Table and layout structure preserved rather than flattened into unusable text
- Handwriting handled where legible, with honest limits stated
- Confidence scoring and review routing for uncertain output
- Batch processing at your actual volume, with cost per page measured
Want this scoped for your business in Edinburgh?
Thirty minutes, no charge, no sales script. You leave with a written summary of what ai ocr would actually involve — whether or not you use us.
Working in Edinburgh
Scotland
Edinburgh is a financial capital with a strong data science community, and the festival economy creates extreme seasonal load patterns that booking and ticketing systems here have to survive every August.
Financial services and data-led work, plus seasonal systems that have to absorb enormous August load without falling over.
Sectors we work with in Edinburgh
- Financial Services
- Technology
- Tourism
- Higher Education
- Data Science
What we work with
Technologies and platforms
- Anthropic Claude
- Python
- Tesseract
- Azure Document Intelligence
Who we work with
Industries we serve
- Legal
- Healthcare
- Insurance
- Local government
- Logistics
Why us
Why Edinburgh businesses choose Asionis
- Projects typically launched within 4–8 weeks
- No long-term contracts required
- All team members UK-based
- Dedicated account manager and development team
- Transparent reporting with monthly performance metrics
- Scalable from startup to enterprise
How we work
- Step 1
Free consultation
A 30-minute call to understand the problem. You keep the written summary either way.
- Step 2
Proposal
Scope, timeline and a fixed price, in writing, before anything starts.
- Step 3
Build
Short cycles with regular check-ins, so you see progress rather than hear about it.
- Step 4
Launch and support
We handle the go-live and stay available afterwards.
Other services in Edinburgh
Looking for the full picture? See our AI OCR services, everything we do in Edinburgh or browse everything we do.
AI OCR in Edinburgh — common questions
- How is this different from ordinary OCR?
- Classical OCR recognises characters; vision models read a document with an understanding of its layout. On clean text the difference is small and classical OCR is cheaper. On poor scans, tables and handwriting the difference is the whole point.
- Can it read handwriting?
- Legible handwriting, often well. Genuinely difficult handwriting remains hard — and unlike a person, the model may produce a confident plausible reading rather than flagging that it could not tell. Confidence handling matters more here than anywhere else.
- Does it keep tables intact?
- Yes, and this is frequently the reason to move. Classical OCR reads a table as a stream of text with the row and column relationships destroyed, which is precisely the structure you needed.
- Should we use vision models for everything?
- No — they cost more per page, sometimes by a wide margin. The sensible arrangement runs cheap classical OCR first and escalates only the pages it handles badly, which at any real volume is a meaningful difference in the monthly bill. Deciding that split needs a sample of your documents rather than a rule of thumb, because the proportion of difficult pages varies enormously between organisations.
- Do you work with businesses across City of Edinburgh?
- Yes. We are based in Leicester, United Kingdom and work with clients throughout Scotland, including Edinburgh and the surrounding City of Edinburgh area. Most collaboration happens remotely, and we travel for kick-offs and key milestones.
- What kind of Edinburgh businesses do you usually work with?
- Financial services and data-led work, plus seasonal systems that have to absorb enormous August load without falling over. Beyond that we work across Financial Services, Technology, Tourism, Higher Education and Data Science.
- Do you cover the areas around Edinburgh?
- Yes — we work throughout Scotland, including Glasgow. Edinburgh is an urban area of roughly 540,000+, and we take on work across the wider City of Edinburgh region rather than the city boundary alone.
Talk to us about AI OCR in Edinburgh
A 30-minute call with someone who would actually work on it. No sales script, no obligation.
- Projects typically launched within 4–8 weeks
- No long-term contracts required
- All team members UK-based
- Dedicated account manager and development team
- Transparent reporting with monthly performance metrics
- Scalable from startup to enterprise