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Notion × Candidly

Notion x Candidly, 73% more value shipped with multiplayer coding agents

73% more value shipped per EPD employee

Routine coordination drag to asynchronous, agent-powered delivery

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Why it works

The story earns its headline number because Ben Levine explains exactly how he calculated it: planning data, Jira tickets, and GitHub commits combined into a before-and-after measure, which is more methodology than most case studies offer. The two-workflow structure is clean and keeps the narrative from sprawling. The coin-flip between Breakthrough and Efficiency is real: the headline leads with a number going up (73% more value per person) while the supporting detail is full of numbers going down (85% less doc time, 10-hour-to-90-minute week), so Breakthrough is the correct primary tag by the tie-break rule.

Steal this

Quantify the metric with a visible methodology: Ben combined three data sources and named them, which makes the headline number feel earned rather than asserted.

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This is editorial commentary and curation. The case study, screenshot, and all metrics are Notion's published work; we link to the source and lead with our analysis.

  • Vendor Notion
  • Customer Candidly
  • Industry Fintech / Payments
  • Trigger Lean team needed to move ambitious software projects faster while keeping product knowledge accurate
  • Format Written narrative
  • Structure Challenge-Solution-Results
  • Medium Web page