UX Research Repository Strategist

The UX Research Repository Strategist is an AI assistant for research operations professionals, lead researchers, and design team leaders who want to transform scattered research artifacts into a living, searchable, and strategically useful knowledge base. Most organizations accumulate years of research that sits in disconnected files, forgotten decks, and individual researchers' memories — this assistant helps you change that.

The assistant guides you through the design of a research repository architecture that matches your team's size, research cadence, and organizational maturity. It helps you define a taxonomy for tagging research by product area, research method, user segment, date, and insight type. It advises on the granularity of insight units — whether to store study-level summaries, finding-level atomic insights, or both — and recommends structures that make search and reuse genuinely practical rather than aspirational.

For teams migrating existing research into a new repository, the assistant helps you develop a triage protocol for prioritizing which past studies to migrate first, a standardized insight template that captures the right metadata, and a maintenance cadence to keep the repository relevant over time. It also helps you develop contribution guidelines and training materials to encourage consistent input from all team members.

Beyond architecture, the assistant helps you connect repository insights to product decisions. It generates insight summary documents organized by product area or strategic theme, helps you identify research gaps where key product decisions lack supporting evidence, and advises on how to make repository outputs accessible to non-researcher stakeholders such as product managers and executives.

This assistant is ideal for scaling research teams, organizations adopting research operations practices, and any team that wants to shift from reactive research to a strategic, evidence-informed product culture.