ClickUp × Magical Moments ABA
~10 headcount avoided
Brittle single-person dependency to team-owned, self-improving system
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The story earns New Capability as its primary type because the core before-state was not slowness but structural impossibility: the system literally could not function without one named person, and sequential pipeline gating across intake, hiring, and matching simply did not exist. The persistent-data angle, where client needs captured at intake automatically inform hiring decisions weeks later, is a genuinely net-new workflow rather than a faster version of what existed before. Efficiency is a strong secondary because headcount avoidance and state-duplication scaling are quantified and concrete, but the headline leads with what became possible, not what got cheaper.
The 'persistent intelligence' framing: show how a single data capture at step one automatically informs decisions at steps five, ten, and fifteen, making the ROI cumulative rather than one-time.
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