AI-powered roll-ups: buy a company, double margins, then sell for 2-8x
The core thesis behind AI-driven acquisitions is straightforward in concept: buy a company — say, for a billion dollars — then apply AI over 3, 6, 12, or 24 months to dramatically improve gross margins. If a call-center business already runs at 60%+ gross margins and you can double that, it reflects directly on the total enterprise value. Suddenly you can buy it for a billion dollars, apply AI, and sell it for two, four, or eight billion dollars. That is the actual goal of these companies.
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