The case for buying small service businesses and running them with AI agents

The guide outlines an “AI roll-up” strategy: acquire established service firms, then use AI agents to change how work gets delivered. It recommends testing automation on 20 to 50 anonymized work samples before buying, documenting experienced staff's rules, and starting with low-risk tasks under human review. Its illustrative financial upside excludes tooling costs, implementation time and setbacks. The author warns that buying faster than firms can be integrated, losing key staff or clients, and giving agents too much authority can undermine the strategy. Most published results, the guide cautions, are self-reported by young companies raising money and haven't been tested in a downturn.