A good demonstration makes a tool look effortless. The inputs are tidy. The task is clear. The person presenting knows exactly what to ask.
Monday morning is rarely that accommodating. A document is missing. A customer uses an unexpected phrase. Someone wants to know who approved the answer.
Test the ordinary mess.
Before treating a promising demo as a working solution, try it with the information your team actually receives. Use permitted, appropriately anonymised examples: the incomplete brief, the awkward exception and the request that should be sent to a person.
A successful test is not just one where the system produces an answer. It is one where it recognises when it cannot safely produce one.
Follow the work after the output.
Who checks the result? Where is it recorded? What happens when somebody disagrees? A tool that saves ten minutes of drafting can still create twenty minutes of administration if it does not fit the rest of the process.
Give someone ownership.
Name the person responsible for maintaining the instructions, reviewing failures and deciding whether the tool is still useful. Make sure that person has the time and authority to do it.
Measure something that matters.
Start with a small trial and agree what you will compare: time to a correctly completed task, correction effort, customer experience or another outcome appropriate to the work. Count failures and review time as well as successful generations.
Keep the original process available during the trial. Decide what would make you stop or change direction before you become attached to the new way of working.
A demo earns a closer look. Everyday usefulness earns a place in the business.