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Vision AI that turns paper, photos and screens into data.

Read invoices, forms, handwritten notes, device displays and photos, and put the result straight into your systems.

What it does for a business

Document extraction

Invoices, receipts and forms into your ERP, exceptions flagged.

Device and meter reading

Glucometers, BP monitors and lab reports read from a photo.

Landmark and object recognition

Identify places, products or parts from an image.

Scanned archives

Old paper records made searchable.

Who it's for

  • Back offices processing invoices, forms and receipts
  • Healthcare teams reading device and lab results
  • Field teams capturing information by photo

How we keep it safe

Private and local first for critical and sensitive data. Partnered cloud models only when a task needs them, behind a policy gate, with audit logs and monitoring you can see.

Technology stack

What we use for vision, and what each piece is for.

Offer

MVP in one week

A working AI product in your users' hands in seven days, built on our proven components.

Offer

Free MVP for startups

No-obligation free MVP for startups. Scope agreed in the free consultation; you keep it either way.

Offer

Free fix-up for AI-built apps

Built your app with AI coding tools but it isn't secure or won't scale? We review it free and fix the critical security and scaling issues free.

Models
Mu

Multimodal LLMs

Claude, GPT and Gemini vision for understanding

OC

OCR engines

Tesseract, PaddleOCR and cloud OCR for dense text

On

On-device models

Small models for offline or private capture

Document AI
La

Layout analysis

Tables, fields and handwriting located

Sc

Schema extraction

Output straight into your data model

Co

Confidence scoring

Low-confidence fields sent to a person

Capture
Mo

Mobile camera

Guided capture with quality checks

Sc

Scanners and email

Batch intake from existing flows

De

Devices

Readings from meters and medical devices

How we deliver it

Typical phases and timelines; your plan is agreed after the free consultation.

  1. 1

    Sample set

    Real documents or photos, labelled

    1 week
  2. 2

    Pilot

    Extraction measured field by field

    2–3 weeks
  3. 3

    Integration

    Results written into ERP or records

    2–4 weeks
  4. 4

    Monitor

    Accuracy tracked, exceptions reviewed

    Ongoing

Real examples

From products we built and run, and engagements we measured.

Real example

CareSaathi AI, hospitals

Vision reads glucometers, BP monitors and lab reports from a photo and feeds rule-based clinical alerts across 700+ connected devices.

See CareSaathi AI
Real example

Saarika AI, audiobooks

Vision AI reads uploaded PDFs to produce narrated summaries in 10 Indian languages.

See Saarika AI
Real example

Anvesha AI, travellers

Photo landmark recognition alongside live translation.

See Anvesha AI

Under the hood

The technical detail, for your engineers.

Models

Multimodal LLMs for understanding; specialised OCR for dense text; small on-device models where privacy or offline use requires it.

Structure

Extraction into your schema with field-level confidence; low-confidence fields routed to a person.

Accuracy

Measured on a sample of your real documents before launch, then monitored.

Privacy

Images processed in your environment by default; faces and personal data redacted when not needed.

Questions we're asked

How accurate is it?

We measure it on your documents before launch and report field-level accuracy.

Handwriting?

Often yes; we test it on your samples first.

Can images stay private?

Yes, processing can run in your environment or on-device.

What happens to errors?

Low-confidence fields go to a person to confirm.

What volumes can it handle?

From a few documents a day to many thousands, with batch processing.

Which document types work best?

Invoices, receipts, forms, IDs, lab reports and device displays; we test yours first.

Does it work from phone photos?

Yes, with guided capture that checks quality before sending.

Can it read tables and handwriting?

Tables reliably; handwriting depends on legibility, and we measure it on your samples.

Is our data used to train AI models?

No. We use private models or enterprise agreements that forbid training on your data.

How do we get started?

Book the free two-hour consultation. We look at one real workflow and tell you whether this technology fits.

Is there a guarantee?

Yes. Engagements we take on carry our 10× productivity guarantee on the agreed workflow, or the fee comes back.

Products built with vision

Other technology

Where would vision help your business?

Two free hours on a real workflow. We'll tell you whether it fits, and what it would take.

Book the free consultation