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DOCUMENT INTELLIGENCE

Read, understand and question your documents.

DocIntel AI turns business documents into structured, checkable data, and lets your teams ask questions that are answered from the document itself.

  • Text & field extraction
  • Classification
  • Validation
  • Document Q&A
  • Human review
Illustration: a sample Claim form is scanned, its fields are boxed, and each value appears in a structured JSON panel with a page 1 evidence tag.दावा प्रपत्रCLAIM FORM(मोटर बीमा / Motor insurance)पॉलिसी क्र. / Policy No.POL/2024/000123दावेदार / Claimantरमेश कुमारघटना की तिथि / Incident date12/03/2024वाहन क्र. / Vehicle No.MH 12 AB 1234दावा राशि / Amount claimed₹ 45,800हानि का विवरण / Description of lossहस्ताक्षर / Signaturep.1extracted.jsonsample data{}"policy_no":"POL/2024/000123",p.1"claimant":"Ramesh Kumar",p.1"incident_date":"2024-03-12",p.1"vehicle_no":"MH12AB1234",p.1"amount_claimed":45800p.1Claim form · 5 fields · checks passed
  • Claim form
  • Discharge summary
  • Tax invoice
  • FIR
  • Notice
  • + more

MORE THAN OCR

Not just text off a page

Plain OCR gives you characters. DocIntel AI gives you fields that have been checked, with a trail back to the page.

One pipeline

Intake, text extraction, classification, validation and review in a single, consistent flow.

Indian-language documents

Built for Hindi, Marathi and other Devanagari-script documents.

Evidence you can check

Extracted values and answers point back to the source page, so reviewers can verify quickly.

Same sample invoice, two results

Output: one block of text

कर बीजक TAX INVOICE (जीएसटी / GST) बीजक क्र. / Invoice No. INV/24-25/0412 दिनांक / Date 18/04/2024 क्रय आदेश / PO No. PO-2024-0187 विक्रेता / Supplier शर्मा ट्रेडर्स सामग्री विवरण / Line items 1 स्टील ब्रैकेट / Steel bracket 500 नग ₹ 112.00 ₹ 56,000 ... कुल राशि / Total ₹ 56,000 अधिकृत हस्ताक्षर / Authorised signatory

  • No fields, no document type.
  • No checks on dates or amounts.
  • No link back to the page a value came from.

BY THE NUMBERS

Built to read fast, and to show its working.

  • 25+

    file types supported: PDFs, scans, photos, Word, Excel and more

  • ~0.5s

    parse time per page, on a single GPU

  • 95.7

    score on a public document-parsing benchmark

  • 100%

    of answers backed by a citation to the source page

  • 14+

    business document types, from claim forms to invoices

Parse time measured at 2.12 pages per second on one A100 GPU. Results on your own documents are validated during the proof of concept.

HOW IT WORKS

From a pile of pages to data you can use

Every document moves through the same six stages, so results are consistent and every decision can be traced.

  1. 01

    Intake

    PDFs, images and email attachments come in. Formats checked, case IDs assigned, duplicates flagged.

  2. 02

    Understand

    Text recovered from every page, with layout and reading order kept intact. The document type is recognised.

  3. 03

    Extract

    Names, dates, ID numbers, amounts, addresses and line-item tables captured as structured fields.

  4. 04

    Validate

    Mandatory fields, date and amount checks, cross-field consistency and reference-data lookups.

  5. 05

    Review

    Low-confidence or rule-failing items go to a review queue, where people correct and approve.

  6. 06

    Deliver

    Clean JSON or CSV with source links, handed over to your systems via API or files.

DOCUMENT Q&A

Talk to your documents

Ask questions in plain language. Answers come from the document and point to the page they came from.

  • Plain-language questions

    Ask the way you would ask a colleague. No search syntax.

  • Every answer cites the page

    Each answer links to the page and line it came from, so it can be checked.

  • Across the whole file

    Compare values between documents and flag what does not agree for review.

DocIntel Assistant

Answers from 3 documents in this file

Scripted demo

Questions about the claim file will appear here.

Ask about this claim file…

Scripted illustration with sample data. Open the live agent

INPUTS AND OUTPUTS

What goes in, what comes out

Goes in

  • PDF documents
  • Images (JPG, PNG)
  • Email attachments

DocIntel AI

  1. Intake
  2. Understand
  3. Extract
  4. Validate
  5. Review
  6. Deliver

Comes out

  • Structured data (JSON, CSV)
  • Reviewer-approved records with source links
  • Handover to your systems via API or files

WORKFLOW AUTOMATION

Build it into the way work already flows

API and file-based integrations, configurable routing, approvals and SLAs, with audit logs and process tracking.

Example workflow: a new document arrives as an email attachment, is classified and its fields extracted. Rules validation, a cross-document check and evidence linking run in parallel, then exceptions are routed to human review before the approved result is delivered as JSON through an API.
Claim intake workflowExample

DEPLOYMENT

Deployed where your data needs to stay

On-premises option

Designed to run as containerised services inside your own network and infrastructure.

Agreed with your IT team

Sizing, connectivity, storage and update process are finalised together before go-live.

RESPONSIBLE BY DESIGN

Built so people can check the work

People stay in control

Uncertain results are routed to reviewers, not pushed through.

Every value traceable

Outputs link to the page they came from, with an audit trail of changes.

Your data rules

Access, retention and deletion are set to your policies for each deployment.

Let's talk about your documents

Bring a representative set of your own documents. We will show you what comes out the other side.