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The Science of Startup Success: What the Data Actually Says
Most people think startup success is a mix of "grind" and "luck." But recent longitudinal research from institutions like MIT Sloan , Columbia Business School , and NBER reveals a much more nuanced—and sometimes surprising—formula for what actually drives a venture forward. Here’s a breakdown of the evidence-based factors behind entrepreneurial outcomes: Founding Structure: The Solo vs. Team Paradox We often hear that "two heads are better than one," but the data suggests a
Feb 13


The Paradox of Control: the FO's Struggle with Direct Venture Capital—And How They Can Win
Family Offices are increasingly pushing into direct Venture Capital as they seek to reduce fees, gain transparency, and exert more control. With nearly 45% of FO portfolios already in alternatives and 63% engaging in direct deals, the momentum is undeniable. But control comes at a cost. Many Family Offices underestimate how intensely institutional VC really is. The challenges are predictable—and avoidable: 🔹 The Power Law Problem VC returns are non-linear. A handful of start
Nov 16, 2025


The Buy-and-Build Paradox
Why So Many PE Roll-Ups Fail Despite the Hype Buy-and-Build (B&B) and roll-up strategies are among the most popular playbooks in private equity. On paper, they look irresistible: acquire, integrate, scale — and exit at a higher multiple. But research shows a stark truth: over two-thirds of roll-ups fail to create value, often returning less than 1.0x MOIC. So why do so many promising strategies falter in execution? The data tells a clear story: 👉 The biggest drivers of suc
Oct 23, 2025
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