Your first AI project should be something the people doing the work can explain, check, and use again. For a Minnesota agency or service business, I would begin with the task that creates a recurring chase: collecting account updates, preparing quote follow-ups, or turning a customer conversation into a clear handoff.
The useful question is which task deserves a test. A long list of possible tools can wait until you know the output, the owner, and the information required. Here is how I would help an owner make that choice.
Bring three candidates from an ordinary week
Ask the team for three tasks they already finish. For each, record the trigger, who does it, how often it occurs, where the inputs live, and what happens next. Use a recent example rather than a description of the ideal process.
For an agency, the candidates might be gathering updates for a client report, preparing discovery-call notes, and drafting a project scope. A service firm might consider sorting new inquiries, requesting missing job details, and preparing an internal job handoff. These are possibilities to investigate, with no assumption that every step belongs in an automated system.
Describe the friction precisely. Searching for information, interpreting it, and getting approval are different problems. If the delay comes from nobody owning a decision, a faster draft will leave that delay in place.
Follow the result to the next person
Ask who uses each output and what they need to do with it. A report earns its place when the account lead can check the commitments and communicate them. A follow-up queue is useful when the owner can see which inquiry needs an answer and why.
Choose an output with observable acceptance conditions. Every action should have a supported owner. Every deadline should come from an agreed source. An incomplete inquiry should show the missing detail rather than guessing it.
If nobody can explain what makes the result acceptable, clarify the process before choosing the project. That conversation may produce a better template or a simpler manual handoff worth adopting immediately.
Check whether the information is ready
Look at the sources available today. Who controls access? Are the records current? Can the pilot use a limited export or a few approved examples? Are there competing versions of the same customer commitment?
Make the first test small enough to understand its information boundaries. For an agency report, one account's approved updates may be sufficient. For inquiry follow-ups, a permitted sample with sensitive details removed may let you evaluate the draft before connecting a customer system.
Document what the workflow can read, what it can prepare, and which actions need approval. The person making a price or service commitment needs to remain clearly identified. Access to a tool should follow the project scope.
Compare the effort around the task
Consider preparation, checking, correction, and maintenance. A frequent task with organized inputs and a clear reviewer may be a better starting point than a dramatic idea requiring several new integrations.
Ask the staff member what would make them choose the new process. Less chasing, clearer source references, or fewer repeated corrections are useful hypotheses. Write down how you would observe the proposed benefit.
Keep setup effort separate from recurring effort. Discuss the cost of tools and the person who will maintain access and instructions. Avoid treating estimated minutes saved as money already earned.
Try the candidate before expanding it
Run an ordinary example, an incomplete one, and one containing a conflict. Have the intended reviewer compare the draft with the source material. Record the corrections and the effort needed to reach an accepted output.
Then decide whether to continue, revise, or stop. If you revise, identify the weak step and test the same examples again. The first project should leave you with evidence about this task under these conditions.
Use the support available in Minnesota
If the broader business priorities need clarification, Minnesota DEED's Small Business Development Centers offer confidential business consulting through regional centers. The published program includes feasibility analysis, financial analysis, marketing, and planning; eligible participants receive consulting at no cost. DEED's regional directory helps owners find the appropriate office.
For the AI workflow itself, bring your three candidates and one permitted example to a free 30-minute AI consultation with me. We can discuss the output, the review, and the next decision. The business workflow brief below will help you prepare.