Buy boomer businesses, then run them with AI agents

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The cleanest path to an AI-powered business might not be building one from scratch. It might be buying a boring, established one and swapping out the labor model after closing.

That is the core thesis behind what some are calling AI roll-ups. Around $5 trillion worth of US businesses will change hands by 2035, according to the guide. Most are owned by boomers heading into retirement. Many have no buyer lined up.

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The appeal is structural. You skip the hardest part of company building: earning trust, getting licensed, and finding customers. Those assets already exist. The play is to acquire them at a price set before AI changed the cost of operations, then change how the work gets done with agents.

The guide walks through how to identify the right acquisition target, structure the buy, and run it with AI agents once you own it. At an estimated $5 trillion in available inventory, the opportunity window is wide and the competition from traditional buyers is not AI-aware yet.

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