Capabilities · 3.3
Image & Vision Analysis
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visual inspection & data capture that never gets tired
Scans, photos, camera feeds and drawings: read, understood and turned into decisions, using OCR, ML models and Vision LLMs.
1 · Capture
Any image, any channel
Scanned docs & PDFs
Backlogs and daily intake.
Mobile photos from the field
Whatever the camera actually captured.
CCTV & camera feeds
Live inspection, not just stills.
Drawings, plans & schematics
Engineering artifacts, not just photos.
IDs, forms & handwriting
Printed and handwritten, multilingual.
Labels, barcodes & QR
Marks that have to be read, every time.
Modes: Batch bulk backlogs · Real-time live feeds · On-device edge / offline
2 · See & read
OCR · ML vision · Vision LLMs
OCR & handwriting recognition
Printed, handwritten and multilingual text, with layout, tables, stamps and signatures preserved.
ML vision models
Detect, classify and measure: defects, objects, damage, PPE, counts and anomalies.
Vision LLM understanding
Ask a question about an image; validate, cross-check and reason over what's seen.
3 · Act
Structured output & decisions
Structured fields
Key-values, tables and entities as JSON, straight into your systems.
Verification decisions
Match, pass/fail, confidence scores and flagged exceptions for review.
Alerts & triggers
Real-time notifications when something's wrong or missing.
Workflow & agent hand-off
Feeds approvals, tickets, ERPs/CRMs and downstream AI agents.
Where it lands
- BFSI
- KYC & ID checks, cheque & signature capture
- Fintech
- Receipt / bill capture, onboarding docs
- Manufacturing
- Visual QC, defect & gauge reading
- Telecom
- Site & tower audits, meter photos
- Logistics
- Damage checks, label & seal OCR, PoD
- F&B
- Shelf compliance, hygiene audits, invoices
