Start with a decision, not a feature list
Write down a task that matters, who performs it and what makes it difficult today. “Improve productivity” is too broad to evaluate. “Help a sales manager understand why a regional forecast changed” gives a pilot a clear purpose.
Define what good looks like
Choose a small set of observable outcomes: fewer corrections, less time spent preparing a report, or a clearer explanation of a decision. Record a baseline before introducing the new workflow.
Use representative examples
Evaluate ordinary work, ambiguous requests and known difficult cases. A polished demonstration shows one possible experience; a useful evaluation shows how consistently the system handles your context.
Check the boundary around the answer
Ask where source data comes from, which users can see it, how corrections are made and who approves consequential actions. An answer is easier to trust when its evidence and limitations can be examined.
Make the pilot a learning exercise
Agree on a review date and criteria for continuing, changing scope or stopping. The goal is to learn whether the tool fits, not to defend a decision already made.
Put a question into practice.
Explore a sample workflow in the Cynaris demo centre.
Try a product demo