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The AI Governance Best Practices Every Small Business Owner Needs to Know

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Opinions expressed by Entrepreneur contributors are their own.

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Key Takeaways Few small businesses possess a legal department, compliance manager or IT personnel who review AI applications before launching them.

But privacy laws, consumer protection legislation and laws on automatic decision-making systems affect small businesses in the same way they affect a big company.

Businesses that consider proper AI literacy and AI governance as an integral part of the implementation of AI technologies will be able to gain benefits without risks.

The rate of AI adoption in small businesses is quicker than the creation of regulations. Chatbots respond to customers 24/7. AI creates marketing content, evaluates candidates, sets prices and analyzes consumer data on numerous small platforms, and most business leaders don’t properly audit it.

That speed has led to a disparity. Few small businesses possess a legal department, compliance manager or IT personnel who review the AI applications prior to launching them. However, privacy laws, consumer protection legislation and laws on automated decision-making systems often affect small businesses in the same way they affect a big company.

These laws come in the same size, but the resources necessary to comply with them vary greatly.

Why this matters more in 2026

There is no exception for AI. If the disclosure would be misleading in the mouth of an employee, then the disclosure is also misleading when made by the AI. It is up to the company, not the company that developed the AI, to make sure the AI is truthful.

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