Clarify M&A strategy with the "Four T’s": Talent (acqui-hires), Tech (IP acceleration), Traction (customers/revenue), and Terrain (long-term bets). Each has different diligence needs and success metrics, and companies should build M&A muscle by mastering them in that order.

A fast-growing, break-even SaaS is often more valuable than a slow-growing, highly profitable one. Buyers, especially private equity, prioritize growth because it's the clearest path to achieving their 3-5x return target. They can optimize for profit later; restarting growth is significantly harder.

By the time a strategic acquirer enters due diligence, the desire to do the deal is already high. The process's primary purpose is not to hunt for deal-breakers but to confirm key assumptions and, more importantly, to gather the necessary data to build a robust and successful integration plan.

Investors and acquirers pay premiums for predictable revenue, which comes from retaining and upselling existing customers. This "expansion revenue" is a far greater value multiplier than simply acquiring new customers, a metric most founders wrongly prioritize.

Many PE firms use backward-looking commercial due diligence, which is superficial and fails to assess a target's true growth potential. A more effective approach is go-to-market focused due diligence that evaluates the scalability of the future revenue engine, not just past performance.

When taking over a roll-up that has prioritized deal volume over integration, the first move should be to halt all new acquisitions. The focus must shift entirely to cleaning up data, standardizing tech stacks, and truly integrating existing assets to build a defensible, valuable platform.

Standard metrics like revenue growth are misleading after an acquisition. Metropolis focused on a single variable: the gross profit uplift on a location-by-location basis after deploying their technology. This precisely measured the value created by their tech and proved the M&A thesis.

ServiceNow's acquisitions, like the $7.75B deal for Armus, are not meant to prop up growth. They are strategic accelerants for existing, organically-grown billion-dollar business units, enhancing capabilities rather than simply buying revenue.

Viewing acquisitions as "consolidations" rather than "roll-ups" shifts focus from simply aggregating EBITDA to strategically integrating culture and operations. This builds a cohesive company that drives incremental organic growth—the true source of value—rather than just relying on multiple arbitrage from increased scale.