Optimizer as the hero surface, not a report
Situation
The AI engine ran in the background, but optimisation results were dumped as raw data exports — mobility managers rebuilt comparisons in Excel and presented findings manually.
The Bet
Design the Optimizer as a live, interactive surface — table-driven with inline saving analysis, comparison flyouts, and direct action paths — not a static report.
The Payoff
Mobility managers acted on optimisation recommendations in the same session — replacing a multi-day manual workflow with a single-surface triage process.













