Prepare for AI consulting
Choose the first AI task using your team’s examples
The first task needs a known problem, usable sources and someone who can assess the result. The most repetitive task is not always best when exceptions are frequent or errors have serious consequences.
Understand the task
Gather real everyday tasks rather than hypothetical AI features. Compare repetition, source quality, consequences of error and manual review. A simpler form or clearer webpage may solve a problem without a model; keep that as a real option.
Prepare these inputs
- Three recurring tasks with non-sensitive examples.
- Source owners and potential approvers for each task.
- Known errors and exceptions in the current process.
A practical workflow
- Describe each candidate’s problem and next decision without choosing technology.
- Set aside tasks lacking adequate sources or accountable review. Clarify uncertainty instead of inventing accuracy scores.
- Choose one small trial with a manual fallback and an evaluation date.
Worked example, not a customer case
An illustrative example
Illustrative example: a team compares opening-hours answers, individual pricing and meeting intake. Approved hours are clear while pricing depends on many unknowns. The team starts with practical answers and postpones pricing until prerequisites are resolved.
Test failures and exceptions
| Test input | Expected outcome |
|---|---|
| No employee will own the sources. | Resolve ownership before a trial. |
| A simple link already solves the task. | Compare that solution before development. |
Evaluate whether it helps
Check whether the trial answers the original decision: what improves, for whom and under what review? Text volume alone is not value. Deciding to wait can be a useful outcome.
Next step: Choose a task a named staff member can assess using a small set of known examples.
Sources and scope
Examples are editorial exercises using fictional information. They do not describe completed customer tests or activated integrations. The authority source below provides AI and data background rather than approval of the exercise.
Want to clarify your own workflow?
Bring one task and a non-sensitive example. Scope, price and timing are agreed individually before work. Reading a guide activates no customer messages or system actions.
Describe your task