[PradipNichite]

Presentation-only change. No application code changes.

• Try the live application near the top, pointing to the FutureSmart landing page (https://futuresmart.ai/solutions/document-intelligence). That page's Try Document Intelligence button opens the hosted app.
• Three real screenshots, in this order:
  1. Structured data extraction: the Knowledge table for six synthetic invoices, showing typed columns for currency, due date, invoice number, payment terms, total and vendor.
  2. Knowledge view: one invoice opened from the table, with the text read from the file beside its summary and extracted fields.
  3. Managed RAG: the existing question-answering screenshot, unchanged.

How the new screenshots were made:

• Captured from this repository at bf12dda.
• Anonymous clone, then python deploy/configure.py and docker compose --profile ui up -d --build, as the README says.
• The six synthetic invoices were uploaded through the UI. All 30 visible values match the source documents.
• No customer, employee or credential data appears in any image.

Positioning, installation, AI Demos research links and improvement history are unchanged.

🤖 Generated with Claude Code