The brief
Flux Labs had a thesis about an AI agent for ops teams but hadn't validated demand.
Approach
JTBD interviews with 12 design partners, a high-fi clickable prototype, then structured tests.
Outcome
Four of seven hypotheses confirmed. The team shipped a v1 with conviction six weeks later.
