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Enterprise AI Platform

medhAṪ

Enterprise AI that actually knows your documents.

medhAṪ pairs a fine-tuned LLaMA 3.1 model with a private vector knowledge base, so your teams can ask questions of your own documents and get accurate, sourced answers — without your data ever leaving your infrastructure.

What it does

One platform, two ways of working with documents

medhAṪ is built around two complementary engines that share the same underlying model and knowledge base.

Document Q&A

Upload a document and ask questions in plain language. medhAṪ reads it, finds the answer, and can generate a downloadable executive summary on request.

  • Reads PDF, PPT, and DOC documents
  • Handles typos, rephrasing, and casual questions reliably
  • Tested across math, science, and long-form technical documents
  • Declines off-topic questions instead of guessing

RFP → Proposal Generator

Feed in an RFP and get a structured draft proposal back, built on the same model and knowledge base used for document Q&A.

  • Generates a structured first-draft proposal from a source RFP
  • Applies forecasting and pattern recognition within proposals
  • Exports to PDF or DOCX for review and submission
  • Supports editing and customization before a proposal is finalized
How it works

From document to answer in four steps

01

Upload

Drop in a PDF, PPT, or DOC file — or connect a knowledge base.

02

Ask

Type a question the way you'd ask a colleague. No special syntax.

03

Analyze

medhAṪ searches the vector knowledge base and reasons over the result.

04

Export

Get an answer in chat, or download an executive summary.

Where it fits

Built for teams buried in documents

Any team that spends hours searching files, answering repetitive questions, or drafting long-form responses is a fit.

Enterprise Knowledge Management

Give employees one place to ask questions across policies, manuals, and internal knowledge bases.

Government & RFP Response Teams

Turn incoming RFPs into structured first-draft proposals, then refine and export for submission.

Insurance & Compliance

Get consistent, sourced answers from policy documents and regulatory filings on demand.

Customer & Employee Support Desks

Resolve repetitive questions instantly by pointing medhAṪ at manuals, FAQs, and runbooks.

IT Staffing & Consulting Firms

Help recruiters and delivery teams answer client and candidate questions straight from project docs.

Multi-Document Research

Stress-tested against an 800-page technical document and across five subject areas at once.

Architecture

Built to stay inside your walls

medhAṪ runs wherever your data already lives — not the other way around.

  • Private by defaultOn-premise or private-cloud deployment, so enterprise data never leaves your control.
  • Fine-tuned LLaMA 3.1A domain-tuned open-source model for context-aware, enterprise-specific answers.
  • FAISS / ChromaDB vector searchScalable similarity search across as many knowledge sources as you connect.
  • Docker-containerizedShips as a deployable package built for enterprise infrastructure and scale.