CONTEXT
Most small businesses assign AI to the most interested employee. They know the tools. They bring ideas. They want to lead it. So the owner says, "run with this."
It feels like progress. It usually stalls within 90 days.
The employee does real work. They research tools, propose ideas, run tests. The owner gets updates. Other employees adjust loosely. Then less. Then not at all. The initiative slows without a clear moment of failure.
No one did anything wrong. The assignment was just structured incorrectly from the start.
STRUCTURAL ANALYSIS
Leading AI adoption requires three things: authority to change processes, accountability for outcomes, and a full view of the operation. Most employees do not have any of those by default.
What the enthusiast usually has is tool knowledge. They understand what AI can do in isolation. They may not know where the business breaks down, which processes are inconsistent, or why past changes did not stick. That is not a gap in their capability. It is a gap in their position.
When you assign AI to an employee, you remove it from ownership. The employee makes recommendations. The owner approves or declines. The work stays downstream. But AI adoption is not a downstream decision. It touches process, accountability, and workflow. Those decisions belong to the owner.
The result is predictable. The enthusiast builds something. Others comply loosely or not at all. The owner concludes the initiative stalled. The employee concludes their work was ignored. Both are partially right.
THE ORDER CHECK
Before assigning anyone to lead AI adoption in your business, answer four questions.
1. Does this person have authority to change processes, not just recommend them? If the answer is no, you have assigned an advisor, not a leader. Advice without authority does not produce change.
2. Does this person have a full view of the operation? Adoption decisions require understanding where work breaks down and where inconsistency lives. If the assigned person only sees their portion of the business, the plan will reflect that limitation.
3. Who is accountable when something goes wrong? If the answer is the employee, you have transferred ownership of a decision that should remain with you. Delegation is appropriate. Abdication is not.
4. Have you defined what success looks like in measurable terms? Without a concrete target, the employee will optimize for what they can control: activity. Reports and proposals are not outcomes.
If you cannot answer these four questions clearly, the assignment is not ready to be made.
THE DECISION
Do not assign what you have not decided.
AI adoption is not a project. It is a business decision. In a small business, that decision belongs to the owner.
If you have an enthusiastic employee, use them. They can research, test, and report. That is a valuable role. It is not the lead role.
Decide well,
- Chuck