Advanced & 3D Labeling

OCR & Document Annotation Services

High-accuracy OCR with human-in-the-loop review to digitize forms, invoices, and archives at scale.

Overview

OCR engines get you 90% of the way; the last 10% is where business risk lives. Vidyut Data wraps automated OCR with trained human review — verifying low-confidence fields, correcting recognition errors, and structuring output into your schema. The result is digitization you can post directly into downstream systems, including handwriting and degraded scans.

What's included

  • ✓Automated OCR with confidence-based human review
  • ✓Handwriting and low-quality scan transcription
  • ✓Key-value and table extraction into your schema
  • ✓Multi-language and multi-script processing
  • ✓Document classification and routing
  • ✓Character- and field-level accuracy reporting

Use cases

Invoice processing

Touchless AP with human verification on exceptions.

Forms digitization

Applications, claims, and onboarding documents at volume.

Archive digitization

Searchable digital records from paper archives.

KYC documents

ID and proof-of-address extraction with PII controls.

How we work

1

Scope & pilot

We review your data, define the labeling guide together, and run a paid pilot batch so you can judge quality before scaling.

2

Team & calibrate

A dedicated, trained team ramps on your guidelines, benchmarked against gold-standard tasks until accuracy targets are hit.

3

Produce & QA

Production batches flow through multi-tier QA — consensus review, statistical sampling, and edge-case escalation.

4

Deliver & iterate

Data ships in your format with accuracy reports. Guidelines evolve with your model's failure cases.

Frequently asked questions

How do you guarantee quality forocr & document annotation services?

Every project runs through multi-tier QA: annotators are benchmarked against gold-standard tasks before production, batches are statistically sampled against agreed accuracy targets, and ambiguous cases are escalated and documented in a living labeling guide. You receive accuracy reports with every delivery.

Can we start with a small pilot before committing?

Yes — we recommend it. A paid pilot batch on your real data lets you evaluate our quality, turnaround, and communication before scaling. Pilot learnings become the project's labeling guide.

How is our data kept secure?

Client data is encrypted in transit and at rest, access is limited to the assigned project team under NDAs, and we support VPN-restricted or client-hosted workflows where data cannot leave your environment. Retention and certified deletion terms are set per engagement.

What tools and output formats do you support?

We work in your annotation platform or ours, and deliver in the format your pipeline expects — COCO, YOLO, Pascal VOC, JSON, CSV, or a custom schema — with delivery via API, cloud bucket, or scheduled export.

Ready to scale yourocr & document annotation services?

Start with a pilot batch — see our quality on your data before you commit.

Talk to an Expert →