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Knowledge beta

30x ROI on New Products

A product portfolio that had been judged on “features shipped” was reorganized around a small set of outcome-driven bets. The result was a roughly 30x return on the investment in new products: a few well-targeted bets dramatically outperformed the prior pattern of spreading effort across a long, undifferentiated roadmap. The lesson wasn’t that the team got lucky on the bets; it was that the prior portfolio had been hiding which work was actually moving the business.

The move underneath the headline number was switching the unit of planning from features to outcomes. Teams adopted the Impact-Outcome Model to name the measurable change they were trying to create, used the ROI Calculator to put dollar framing on each candidate bet, and tracked leading indicators to learn quickly whether each bet was working. The cultural shift was harder than the math: leaders had to accept that killing a low-leverage bet early was a win, not a failure. Once that landed, the portfolio shrank and the ROI climbed.

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