alex
Human-in-the-loop research: cite with confidence, verify every step.
This is a demo: a simplified, static-friendly preview of how a research copilot can feel, not a live product. At Ubik, work in this vein moved from rough prototypes to production, grounding answers in real sources, tightening retrieval and citations, and designing human review where automation is not enough. The point here is less the mock UI itself than the kind of end-to-end product work that turns exploratory AI into something teams can trust.