Where the work gets stuck
Measure all the time needed to make a document ready to use. AI Fiesta can help draft and compare it, but the source information and corrections affect the result. Use the same review standard when comparing the current process with the trial.
What to prepare
- A sample of typical tasks
- Approved facts and a review checklist
- A simple record of time spent and corrections made
Follow these steps
- Time the current process from briefing to approval.
- Run the same kind of task through the workspace.
- Record fact checking, revisions, and sign-off alongside generation time.
- Compare the completed outputs and decide whether to keep the workflow.
An example from everyday work
For an institute notice, checking every intake date and fee condition is part of the job. For a client proposal, checking scope and commitments is part of the job. A fast first draft is useful only if that total process improves.
When your team should take over
Test several typical tasks and include the full review time in your results. Use approved material with private details removed where needed, and compare similar examples.
How to check the results
- Total time to an approved output
- Corrections and missing requirements
- Token usage and cost per accepted task
Your next step
Keep the time record and a few approved documents. Use them to compare results when you renew the plan or change models.