OCR & document digitisation services in Pune
Pune's research institutes and publishers hold Marathi and Sanskrit collections that deserve full-text search. We build the OCR-to-XML pipeline and the search interface on top.
We convert scanned PDFs in Marathi, Hindi, English into validated XML, EPUB or JSON, with a measured accuracy report for every batch.
From 70,000 scanned voter-roll PDFs → a search engine in 3 days
Documents we typically see from Pune
- Sanskrit and Marathi manuscripts
- Modi-script records (on request)
- engineering manuals
- university records
Who we work with in Pune
- Bhandarkar Oriental Research Institute
- Savitribai Phule Pune University
- Pune district courts
- Marathi publishing houses
- automotive and IT firms
Types of organisation, not client claims. Our reference project is the voter-roll digitisation linked above.
How a Pune batch moves through the pipeline
- Step 1
Ingest
Bulk PDF intake from any source — scans, photos, government portals. Page splitting, de-skew, de-noise.
- Step 2
OCR in the right script
Models for Devanagari, Telugu, Tamil, Kannada, Malayalam, Bengali, Gujarati, Gurmukhi, Odia, Urdu and Latin scripts, tuned on Indian government and publishing layouts: tables, multi-column, mixed scripts.
- Step 3
Structure to XML
Fields, tables and hierarchy mapped to your schema — JATS, TEI, DocBook, ONIX, or a custom XSD. Validated on every file.
- Step 4
Quality checks
Automated confidence scoring plus human review of low-confidence pages. You get an accuracy report, not a promise.
- Step 5
Deliver & search
XML/EPUB/JSON/CSV delivery, or a ready-made search interface like the one we built for 2002 voter rolls.
Questions from Pune clients
- Do you have an office in Pune?
- We work with Pune clients remotely and on-site for pickup and scanning coordination. Processing runs on our servers in India; you never courier originals abroad.
- Can you handle Marathi documents?
- Yes. Marathi OCR is one of our core scripts (Devanagari and Latin). We run a free 50-page sample first and send you the accuracy report before any commitment.
- What do I get back?
- Validated XML in your schema (JATS, TEI, DocBook, ONIX or custom), EPUB 3, JSON or CSV — plus an accuracy report and, if you want, a hosted search interface.
- How is pricing worked out?
- Per page, by script and scan quality, with a fixed quote after the sample batch. No per-seat software licence.
Start with 50 pages, free
Send a sample from Pune. XML and an accuracy report back within a week.
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