Small-business question
How do I test an AI model on real business work?
By Rick Hesse ·
Short answer
The short answer
Give two options the same representative task and approved context. Compare the accuracy, usefulness, review time, limits, and cost of the final usable result.
Where this fits in a real small business
Model names and demos can mislead. The lesson asks whether a capability reliably does the job your business actually needs, especially when the task repeats.
One useful next step
Choose a task you already understand, set clear success criteria, and run it more than once before choosing a default model.
The lesson behind this question
Use the Model That Gets the Job Done
Match a model’s capability and full cost to the work, then test whether its result is reliable enough.
Read the full lesson