Buying a Business in 2026: The “AI-Due Diligence” Checklist

It is April 29, 2026. M&A (Mergers and Acquisitions) activity for small LLCs is peaking. But buying a company based on “Old World” metrics is a recipe for disaster.

1. Auditing the Algorithm

  • Technical Debt: When buying an LLC, you must audit their AI models. Are they using proprietary data or just a “wrapper” that could be shut down tomorrow?
  • License Integrity: Ensure all AI-generated assets in the business have proper commercial usage rights (Article #597).
  • The Shark Insight: “In 2026, you don’t buy an LLC for its ‘Brand’; you buy it for its ‘Automation Stack.’ If their processes are manual, the business is worth 50% less. Period.”

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