About
A small practice, on purpose.
Refinity is founder-led and takes on a handful of engagements at a time. Here is who does the work — and how to start a conversation.
Who we are
Built by someone who's shipped the hard part.
Refinity is led by founder Carson Leung, a data product leader and architect with a decade of experience across data science, analytics, and enterprise data. He is currently designing the semantic layer that makes enterprise data usable by AI at a Fortune 500 consumer goods company.
Refinity exists to bring that discipline to companies adopting AI: the unglamorous 90% that turns a demo into something a business runs on.
- A handful of engagements at a time, on purpose
- Founder-led — you work directly with the person doing the work
- Evidence over decks: testable criteria, honest go/no-go calls
- Built to hand over, not to create dependency
Work directly with the person doing the work.
If your AI initiative is blocked by ambiguous data or an architecture decision, start with a focused technical conversation.