When do numbers lead and when do they deceive?

In this fourth episode of No Plan Survives, Benjie Hughes and Mike Carpenter discuss how business data can clarify or obscure – and explore how numbers seem to serve us best when we keep humans at the center of our choices.

➡️ Benjie talks about his first board, his first P&L, and how the pendulum swing from having no reports to over-measuring – and then back again. He shares how he simplified his first company’s reporting and why the KPIs he’s using in his brand-new business are as much about motivation as information.

➡️ Mike recounts an early experience in the biopharma world that had him swimming in more than 300 monthly metrics and explains how he decides what actually matters. He critiques the ACOS/TACOS metric in favor of maximizing gross profit dollars and recounts an Amazon Europe expansion that looked great on paper – but didn’t turn a profit.

No Plan Survives is about what happens when our business vision crashes into our business reality – and the new things we create as a result.

This is a limited series: Two entrepreneurs, five days, five topics. Each day we each bring one story from our business journeys, told in three acts:

• What was your plan?
• How did reality wreck it?
• What new thing was born as a result?

Then we interrogate those stories – and each other.

Visit Mike's business here, get Benjie's weekly emails here, or learn more at noplan.show.

No Plan Survives is edited by Kyle Schmidt. Visual design by Bryon Elliot. Music by Benjie Hughes.

00:00 Benjie: Bagels and a P&L

03:25 No Plan Survives Intro - Dreams Versus Data

04:09 Early Stage Scorecards

06:31 Visibility Is Overrated

08:21 Stories Behind Numbers

10:21 Killing Bad Ideas Fast

17:52 Mike: the 300 Metrics Problem

19:35 Finance Myths and Human Factors

22:48 Marketing Metrics That Mislead

26:54 Amazon Europe Reality Check

28:24 Humanizing the Data

29:47 Episode Wrap and Reflections