Capability
OCR & Handwriting Recognition across India
Text extraction from scans, photographs and handwriting, including Indian scripts, with confidence reporting.
- Industries
- 12
- Stack options
- 7
- Typical first release
- 6 weeks
What ocr & handwriting recognition means when we build it
Indian-script OCR is genuinely harder than Latin, and accuracy varies by script and by scan quality. We measure on your documents and report the real number.
We start from the constraint, not the capability, what the system must never do, who signs off, and what happens when it is wrong.
Deployed across regulated and unregulated sectors, with audit trails where the regulator expects them. Six weeks to something running in production, not six quarters to a strategy document.
What is included
- Pre-processing for skew, noise and poor contrast
- Multi-script recognition including Indian languages
- Table and layout structure preserved, not flattened
- Per-field confidence with a human review queue
- Searchable archive output with the original attached
- Accuracy measured on a sample you verify yourself
Who this is for
We usually work with records managers, archivists, government departments and legal teams, the people who own the outcome rather than the tooling decision.
OCR & Handwriting Recognition by industry
Each sector changes the constraints, regulation, systems of record, and what a wrong answer costs.
- OCR & Handwriting Recognition for Government & Public SectorDPDP Act 2023
- OCR & Handwriting Recognition for Legal ServicesBar Council rules
- OCR & Handwriting Recognition for BankingRBI master directions
- OCR & Handwriting Recognition for Financial ServicesRBI guidelines
- OCR & Handwriting Recognition for InsuranceIRDAI regulations
- OCR & Handwriting Recognition for Healthcare & HospitalsDPDP Act 2023
- OCR & Handwriting Recognition for Education & EdTechDPDP Act 2023
- OCR & Handwriting Recognition for Real Estate & Construction TechRERA compliance
- OCR & Handwriting Recognition for Logistics & Supply Chaine-way bill compliance
- OCR & Handwriting Recognition for Pharmaceuticals & Life SciencesCDSCO
- OCR & Handwriting Recognition for Professional Servicesprofessional body standards
- OCR & Handwriting Recognition for Construction & Infrastructurebuilding codes
OCR & Handwriting Recognition, stack options
We pick per workload. Each page states the honest trade-off.
- OCR & Handwriting Recognition with Claudemodel
- OCR & Handwriting Recognition with Google Geminimodel
- OCR & Handwriting Recognition with Azure OpenAIplatform
- OCR & Handwriting Recognition with Pythonframework
- OCR & Handwriting Recognition with Tesseract OCRmodel
- OCR & Handwriting Recognition with OpenCVframework
- OCR & Handwriting Recognition with PostgreSQLdata
Questions we get asked
Does it handle Indian languages?
Yes, Devanagari, Tamil, Telugu, Kannada, Malayalam, Bengali, Gujarati, Punjabi and Odia among others. Accuracy varies by script and scan quality, and we measure it on your material rather than quoting a brochure figure.
How accurate is handwriting recognition?
Highly variable. Neat, consistent handwriting reads well; mixed or cursive is much harder. We run a sample first and tell you honestly whether it is viable.
Can you process our physical archive?
Yes, working with scanning partners for the physical capture and handling the digitisation and structuring end.
Considering ocr & handwriting recognition?
Tell us the workflow and the constraint. We will tell you honestly whether it is worth building.
Or email bd@dtrasglobal.com · call +91 74118 77878
