AI pipeline
Requirements Intelligence
A deterministic AI pipeline that turns rough meeting notes into requirements, decisions, risks and clarifying questions, with persistent project memory.
- Claude
- Embeddings
- Structured output

Product screens with sample data. Names and figures inside the screens are illustrative.
01
The problem
Meeting notes are messy, and context gets lost between meetings.
- 5
- Structured outputs
- RAG
- Project memory
- Discord
- Summaries
02
What I built
01
Notes in, structure out
Rough notes become requirements, decisions, risks, clarification questions and a Discord summary. Voyage AI embeddings give each run the project's history.

03
Key decisions
Deterministic schema
The same structure every run, so outputs can be compared and trusted.
