Document Ingest To Plan

Turn large documents into a concrete execution plan.

Workflow

1. •Extract document goals, constraints, and assumptions.
2. •Identify explicit requirements and implicit implications.
3. •Group findings into themes and workstreams.
4. •Produce milestones with acceptance criteria.
5. •Derive prioritized tasks with dependencies.
6. •Record open questions and decision points.

Output Sections

• •Source summary
• •Requirement inventory
• •Milestone plan
• •Task backlog
• •Risks and mitigations
• •Open decisions

Guardrails

• •Keep source traceability from plan back to document sections.
• •Separate direct source facts from interpretation.
• •Avoid hallucinated requirements.