AI-native operator: AI plus cash can't fix bad small-business acquisitions

AccBalanced · x · 2026-09-27

The operator of an AI-native holdco pushes back on the 'buy SMBs and AI-ify them' thesis: acquisition failure rate is 3x the win rate, EBITDA is a fake metric below $20m revenue (free cash flow is the only one that matters), and bad culture or habits aren't abstracted away by AI + cash. With AI inference costs climbing to rival overseas employee costs, no savings or multiple expansion happens without a truly AI-native stack.

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