Document Analysis

Askquestionsinplainlanguageandgetinstantanswersfromanydocument.

Upload any document — PDF, contract, policy, or scanned image — and ask questions in plain English. The agent reads, understands, and extracts precise answers instantly, with source citations.

Azure Vision AIGoogle GeminiLangChainFAISSFastAPI
Document Analysis
Summarize all uploaded documentation.
Which URL has authentication info?
What are the rate limits mentioned?
Extracting & indexing document70%
OCR & text extraction12 pages
Chunking into passages248 chunks
Generating embeddingsindexing…
Building searchable indexqueued
Capabilities

What it does

  • Accepts PDFs, Word files, scanned images, and policy documents
  • Summarises, compares, and extracts information conversationally
  • Returns precise, contextual answers with page-level citations
  • Supports multiple languages for global teams

Document Analysis

Ask questions in plain language and get instant answers from any document.

Azure Vision AI
Google Gemini
LangChain
FAISS
FastAPI
How it works

Five steps from input to outcome

1

Step 1

Upload Document

User uploads a PDF, Word file, or scanned image via the web interface or API. All formats and languages supported.

2

Step 2

OCR + Parsing

Azure Vision AI extracts text from any document, including handwritten and low-quality scans, with layout awareness.

3

Step 3

Embedding & Indexing

Document is chunked, embedded using Gemini, and stored in a FAISS vector index for semantic retrieval.

4

Step 4

Ask in Plain Language

User types a question in plain English. The agent retrieves the most relevant chunks and constructs a precise answer.

5

Step 5

Answer with Citations

Response includes the exact answer plus source page and paragraph references for audit and verification.

Why It Matters

What changes for you

Eliminate hours of manual document review per day

Handle contracts, policies, and reports at scale without extra headcount

Instant answers from any document — no manual search needed

Multi-language support enables cross-border teams to work faster

Industries

HR & PayrollLegal & ComplianceFinTechHealthcareGovernment

Who Uses It

HR ManagersLegal TeamsCompliance OfficersOperations Analysts
< 2s

answer latency

99.9%

OCR accuracy

Multi-lang

language support

Any format

PDF, Word, scan

What used to take our compliance team 3 days now takes 20 minutes. We ask the document directly and get page-level citations every time.
Head of Compliance · Global FinTech
FAQ

Questions, answered

PDFs, Word documents, scanned images, and handwritten documents are all supported. Azure Vision AI handles even low-quality or multi-column layouts accurately.

Ready to deploy Document Analysis?

Talk to our team and see this solution running on your data within days.