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The Hole, Not the Drill: A Warning for AI-Native Founders

Theodore Levitt’s old marketing maxim has never been more dangerous to ignore: “People don’t want a quarter-inch drill, they want a quarter-inch hole.” For a generation of AI-native founders, the drill has become irresistible — and the hole is quietly getting lost.

The Seduction of the Drill

AI-native companies are, almost by definition, in love with their tooling. The model is elegant. The inference pipeline is fast. The agentic workflow is a marvel of orchestration. Founders raised inside this technology find it natural to lead with capability: look how it reasons, look how it retrieves, look how it chains.

But customers did not wake up wanting an autonomous agent. They woke up wanting a contract reviewed, a support ticket resolved, a forecast they can trust. The technology is the drill. The resolved ticket is the hole. When a pitch, a landing page, or a product roadmap leads with the drill, it signals that the founder has confused their own fascination with the customer’s actual job.

Why AI Makes This Worse

Three dynamics amplify the risk for AI-native teams.

  1. The capability moves faster than the outcome. Model quality improves monthly, tempting founders to sell the trajectory of the drill rather than the hole in front of the customer today.
  2. The technology is genuinely impressive, which makes it easy to win demos and lose deployments. A dazzling demo drills a beautiful hole in a piece of scrap wood; the enterprise buyer needs a hole in a load-bearing wall, on deadline, without cracking the plaster.
  3. AI outcomes are probabilistic. Buyers don’t just want the hole — they want confidence it will land in the right place every time. “Reliability of the hole” is often the real product, and it rarely shows up in a model benchmark.
  4. The Discipline of Outcome-First Building

The correction is not to hide the technology. It is to subordinate it. Practically, that means a few habits worth institutionalizing:

  • Define the hole precisely. Name the specific job, the person who has it, and the standard by which they’ll judge success — before describing a single feature.
  • Price the hole, not the drill. Charge for resolved tickets or approved documents, not for tokens or seats, wherever the business model allows.
  • Instrument the outcome. Measure whether the job got done, not whether the model performed. These diverge more often than founders expect.
  • Let capability be invisible. The best AI-native products increasingly feel like nothing — the work is simply done.

The Enduring Point

The AI-native founders who win this cycle will not be those with the sharpest drill. They will be those who never forgot what the drill was for. In a market saturated with impressive technology, the scarce asset is a clear-eyed obsession with the customer’s hole — and the discipline to keep the drill in service of it.

For more, subscribe to Doug Levin’s Substack.

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