Building a project-specific AI knowledge base for design context
AI is used as a living project brain by loading PRDs, operational documents, research notes, meeting summaries, stakeholder feedback, and prior decisions into a dedicated space so design context can be searched and synthesized quickly.
Why the human is still essential here
The designer still decides what information matters, interprets the context, and applies judgment to the work. AI only speeds up retrieval and synthesis.
How people use this
PRD and roadmap Q&A
Designers upload PRDs, roadmaps, and specs so AI can answer project-specific questions and summarize constraints on demand.
NotebookLM / ChatGPTResearch note synthesis
AI clusters interview notes, usability findings, and stakeholder feedback into themes the designer can revisit throughout the project.
Dovetail / Notion AIDecision history lookup
AI indexes meeting notes and Slack recaps so prior decisions, open questions, and unresolved tradeoffs can be retrieved quickly before new work starts.
Notion AI / Otter.ai