Pilot demo walkthrough

A short checklist for showing Forge’s current TXT/Markdown → compiler → review → export loop.

Step 1

Upload Markdown

Start from /upload with a TXT or Markdown service-business document.

Step 2

Compile with LLM

Choose the LLM compiler. If no API key is configured, Forge clearly falls back to rule-based compilation.

Step 3

Review fields

Open /review to approve, reject, edit, or mark fields not found.

Step 4

Inspect citations

Use /artifacts or a document detail page to verify source block evidence quotes.

Step 5

Export AKAF

Download the AKAF ZIP from /exports for downstream agent/RAG use.