Constructor × Lumens
Constructor x Lumens: From hours of manual merchandising to minutes, with a revenue lift
Manual merchandising tasks reduced 6x (hours to minutes)
Operational drag to strategic bandwidth
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Why it works
The case study earns its efficiency framing with a concrete before-and-after ratio (6x reduction, one-hour tasks to five to ten minutes) and ties it directly to named team members describing their daily work, which makes the claim credible. The revenue figures (+5.5% CVR, +6% RPV, $4.9M via COP) add a secondary Breakthrough layer without muddying the primary story. The dual payoff, less operational drag and measurable revenue gains, is a slight coin-flip between Efficiency and Breakthrough, but the headline and opening lead decisively with time savings, so Efficiency wins.
Steal this
Anchor the efficiency story to a specific job on a specific team member's plate, then show the before task count and after task count side by side. Becca's scheduling and slotting example makes the 6x claim tangible rather than abstract.
Click to enlarge ↗ This is editorial commentary and curation. The case study, screenshot, and all metrics are Constructor's published work; we link to the source and lead with our analysis.