A useful AI strategy starts with a business problem you can describe in one sentence. “We spend too much time turning approved project notes into first drafts” is specific enough to investigate. “We need to become an AI company” is not yet a working brief.
For a small business, the first decision is where AI assistance belongs in the work. Choose a recurring task with accessible inputs, a clear definition of a good result, and an owner who can review the output. Avoid beginning with a process that commits money, changes customer accounts, or makes sensitive decisions without supervision.
Choose one workflow before choosing software
Write down the trigger, inputs, steps, reviewer, and final destination. For example, an approved service brief might become a draft landing-page outline that a marketer checks before design begins. That is a contained pilot. Automatically rewriting every page on a live website would introduce too many variables at once.
Score candidate tasks against four questions: How often does this happen? How much time does it consume? Can someone reliably judge the result? What happens if the output is wrong? A frequent task with a modest downside and clear review criteria is usually easier to evaluate than an impressive demonstration with no operational owner.
Record the starting point
Measure several examples of the current process before adding AI. Record total completion time, revision rounds, and the reasons work is rejected. Include the time spent finding information and checking facts. Otherwise, a faster first draft can hide a slower approval process.
- Define an acceptable deliverable using a real example.
- Choose inputs the team is authorized to use.
- List claims and details that require verification.
- Assign a reviewer and an escalation route.
- Set a small pilot budget and a review date.
Test with representative work
Use both straightforward and awkward examples. An incomplete brief, conflicting instructions, and an outdated source should be part of the test. A tool that looks helpful only when the inputs are perfect may create extra work in ordinary operations.
Keep the existing process available while the pilot runs. Ask the reviewer to classify each output as usable, usable with revision, or unsuitable, and explain why. These notes become the foundation of a better brief and a more realistic estimate of the time saved.
Expand only after a clear decision
At the review date, compare total effort and quality against the baseline. Expand, revise, or stop the pilot based on the evidence. A decision to keep a task manual is a valid result. The purpose of an AI strategy is to improve the business process, not to maximize the number of tools in use.
AGM connects strategy, creative work, technology, commerce, and growth. Discuss a focused workflow or digital project before committing to a broader rollout.
Prepared with AI assistance for AGM Insights. Examples are illustrative and are not reported client results.
