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Document AI · Knowledge Engine
ATC

Manthan मंथन

Churn Knowledge. Extract Wisdom.

Upload Any Document.
Manthan Extracts Everything.

Document intelligence agent that transforms your PDFs, manuals, and policies into an AI expert. Ask questions in natural language, get cited answers with page numbers. Auto-generates study guides, FAQs, summaries, and audio overviews. 100% on-premise. Works offline.

Zero hallucination. Every answer is grounded in your documents with source citations.
100+
Languages
< 500ms
First Response
100%
On-Premise
0
Data Leaves
See Manthan in 60 Seconds
Bring your document. Watch Manthan extract knowledge, generate Q&A, and deliver cited answers — live on local hardware.
Your data stays private. We never share your information.
01 — How Manthan Works

Document In → Intelligence Out

Five steps from raw document to cited answers. Every step runs on your infrastructure. No external calls.

01
Upload

PDF, DOCX, scanned docs

02
Process

OCR + chunking + clean

03
Embed

Vector store on your server

04
Query

Natural language questions

05
Respond

Cited answers + page refs

02 — Capabilities

Six Ways Manthan Extracts Value

Every capability is grounded in your documents — no generic responses, no hallucination, no cloud dependency.

Cited Q&A

Ask any question about your documents. Get answers with exact page numbers and source citations. If it’s not in the document, Manthan says so — no guessing.

Auto-Generated Content

Study guides, FAQs, summaries, flashcards, question banks — generated from your documents automatically. Hours of manual content creation eliminated.

Audio Overviews

Convert documents into audio summaries. Listen to your policies, manuals, or research papers on the go. Powered by on-premise TTS — no cloud audio processing.

OCR Intelligence

Process scanned PDFs, handwritten notes, and image-based documents. Manthan reads what humans wrote, not just what was typed. Supports degraded scans.

Multilingual (100+)

Hindi + English + 100 languages. Ask questions in one language, get answers from documents in another. Cross-lingual retrieval built in.

Offline Operation

Works without internet. Air-gapped deployments available. Your documents never leave your building. Deploy in 3-5 days, maintain forever.

Bring Your Hardest Document
A 500-page manual. A scanned policy from 1998. A Hindi textbook. Manthan handles it all.
03 — Industries

Your Documents, Your Domain, Your Language

Manthan adapts to any industry — give it your documents, and it becomes your domain expert.

Education

Transform textbooks into AI tutors

  • Question bank generation from syllabus
  • Lecture notes auto-creation from textbooks
  • Student Q&A with page citations
  • Auto-graded assessments from content
  • Audio study guides for revision

Healthcare

Medical knowledge at your fingertips

  • Drug interaction lookups from formularies
  • Clinical protocol Q&A with citations
  • Patient education material generation
  • Research paper summarization
  • HIPAA-compliant — zero data leaves premises

Manufacturing

Manuals become troubleshooting agents

  • Equipment troubleshooting from technical manuals
  • SOP generation and safety checklists
  • Maintenance history queries
  • Safety procedure lookup in regional languages
  • Works offline on plant floor networks

Government

Policy documents become accessible

  • Scheme eligibility checking from policy docs
  • Policy Q&A in 15+ regional languages
  • Auto-generated citizen FAQs
  • Application process guides from circulars
  • Air-gapped deployment for classified docs

BFSI

Regulatory intelligence on demand

  • Policy and compliance document Q&A
  • Product disclosure summarization
  • Audit document processing
  • RBI circular interpretation assistance
  • Zero data egress — DPDP compliant

Legal

Contract and case law intelligence

  • Contract clause extraction and comparison
  • Case law Q&A with judgment citations
  • Due diligence document processing
  • Regulatory compliance cross-referencing
  • Confidential — air-gapped deployment
04 — Why Manthan

Cloud AI Tools vs ATC Manthan

ChatGPT, Gemini, Copilot — all require uploading your documents to external servers. Manthan keeps everything local.

Cloud AI (ChatGPT, Gemini, etc.)

  • Documents uploaded to external servers
  • Data may be used to train vendor models
  • Per-query costs that scale with usage
  • Requires constant internet connectivity
  • No control over model or infrastructure
  • Compliance risk for regulated industries
  • Hallucination with no source verification

ATC Manthan (On-Premise)

  • Data never leaves your servers
  • Documents train only your instance
  • Fixed cost, unlimited usage
  • Works completely offline
  • You own the deployment — full control
  • DPDP Act compliant by architecture
  • Every answer cited with page numbers
Deploy Manthan in 3–5 Days
We deploy Manthan on your infrastructure and maintain it after.
Deploy Once. Maintained Forever.
05 — Supported Formats

Reads Everything You Throw at It

Text documents, scanned pages, handwritten notes — Manthan processes them all.

PDFDOCX / DOCXLSX / XLSPPTX / PPTTXTHTMLCSVScanned PDFs (OCR)Handwritten Notes
06 — Technology Stack

Built for On-Premise Performance

RAG pipeline running entirely on your hardware. Air-gap ready. Deploy in days.

vLLMQdrant Vector DBOCR EngineWhisper TTS100+ LanguagesAir-Gap ReadyOn-Premise

See Manthan in Action

Bring your document. Watch it transform in 60 seconds. Live demo on local hardware. No internet required.

AI That Never Leaves Your Building.

FAQ

Frequently Asked Questions

What document types does ATC Manthan support?

PDFs, Microsoft Word, scanned images (via OCR), PowerPoint, Excel, plain text, EPUB, and HTML. Scanned documents are OCR-processed before indexing, with confidence scores attached to extracted text.

How does ATC Manthan avoid hallucination?

Every answer is grounded in a retrieval step over your indexed documents. If the retrieval confidence falls below threshold, the system replies "not found in your documents" rather than inventing an answer. Every answer carries citations to the source page.

Can it run completely offline?

Yes. After initial deployment and model loading, ATC Manthan runs fully air-gapped with no outbound network calls. Updates are delivered via signed offline packages.

Which languages are supported?

Over 100 languages including English, Hindi, Bengali, Tamil, Telugu, Marathi, Gujarati, Kannada, Malayalam, Punjabi, Arabic, French, German, Spanish, and Mandarin. Cross-lingual retrieval is supported (ask in Hindi, retrieve from English documents).

What hardware does ATC Manthan need?

A single server with 1×A100 80GB or 1×H100 GPU handles up to 100 concurrent users and indexes up to 100,000 documents. Larger deployments scale horizontally with shared object storage and a vector DB cluster.

Is ATC Manthan DPDP-compliant?

Yes. All document storage, indexing, and inference happen on your infrastructure. Audit logs of every query and access event are tamper-evident and exportable for DPDP, HIPAA, or RBI compliance reviews.

How long does deployment take?

For pre-configured Quick-Start deployments: 3 to 5 days from hardware ready to live. For custom integrations with existing DMS, SSO, and audit pipelines: 4 to 8 weeks.