decision making

Product team reviewing market signals and deciding which ideas fit their center
Product Decisions

The Center Test: A Practical Way to Decide What Your Product Team Keeps, Kills, or Retests

Every founder eventually hits the same wall: too many signals, too little certainty, and a backlog full of ideas that all sound plausible. The instinct is to ask “what should we build next?” But there’s a sharper question hiding underneath it — one that Columbia Business School strategist Rita McGrath puts to CEOs before they touch a roadmap at all: what is this company actually centered on?

A product team discussing test results on a whiteboard, using psychological safety to surface doubts and improve the product decision
Product Decisions

The Silence Before the Bad Decision

A founder runs a two-week test on a new onboarding flow. The numbers come back mixed — engagement up slightly, but a handful of users seem confused. In the debrief, one product manager wants to ship it. Another has doubts but says nothing, because the last time she pushed back, the conversation got tense and nothing changed anyway. The team ships. Three months later, they’re trying to figure out why adoption stalled — and nobody remembers that someone already saw it coming.

Analyst reviewing market data screens while AI-generated signals converge in a crowded trading environment, showing the risk of AI validation mistakes
Validation Mistakes

When Everyone Asks the Same Machine the Same Question

Picture a hundred hedge fund analysts opening the same news alert at the same moment, running it through the same kind of AI model, and reaching the same trade idea within minutes. Nobody cheated. Nobody colluded. Each analyst simply used a smart tool the way it was designed to be used. And yet the market that emerges from that scene is not smarter than the one it replaced — it is more crowded, more fragile, and, in a strange way, easier to fool.

A product team reviews customer feedback, remembering that the focus keyword is about interpreting reactions, not assuming conclusions
Validation Mistakes

When “This Is Unacceptable” Tells You Nothing

A manager slams her hand on the table and says, “This is unacceptable.” The room freezes. The team reads the moment as decisive — something has been revealed. But has it? All that happened was someone expressed strong emotion. Nobody learned what standard was violated, whether the gap is fixable, or whether the original expectation was ever clearly shared.

Founder reviewing a decision audit to test hidden business beliefs as a hypothesis
Business Hypotheses

When the Real Business Problem Is You: Turning Hidden Beliefs Into Testable Hypotheses

A business can pass every operational check — capable team, loyal clients, real opportunities to grow — and still stall in the same spot year after year. When that happens, founders usually reach for an operational explanation: the marketing, the systems, the strategy. Sometimes that’s right. But sometimes the thing holding a company back isn’t a process at all. It’s a belief the founder is quietly protecting, dressed up as a sensible decision.

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