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What should a one-day corporate AI training session leave the team able to do?

A desk with one finished sheet beside a pile of unused prompt cards

The calendar invite usually promises a tour. Someone opens a chat window, runs a few prompts and ends on a slide about what to keep out of the tool. People clap, or they stay quiet. On Monday the inbox looks the same. The only new artefact is a completion row.

You have spent a day of salaries on that row. Deloitte's UK workforce survey, 25,000 workers, found that around half the employees already using generative AI at work have received no formal training on how to use it safely and effectively. The same release says the common uses are search at 43 percent, email drafts at 43 percent and summaries at 31 percent. People are already in the tools. A paid day has to change a real task on top of that habit.

One workflow, in the room

A single day cannot install a strategy, a policy and a new operating model. It can do one job if you pick a workflow the people in the room already own. The weekly customer note. The first pass on a policy exception. The research brief before a pitch. Name it in their words, including how long it takes now and what a wrong output costs.

Then make them run it, on a stand-in if the live file is sensitive. Each person leaves with an output they could defend, and with the step a human still checks. A prompt sheet can sit in the pack. You want the workflow a named person will run next week.

What to leave off the agenda

An all-hands demo dressed up as a workshop teaches a party trick to a mixed room, and the trick is gone by Wednesday. A catalogue of fifty tools wastes the hour the team needed for the two that fit the work, plus one sentence on what must stay out of them. A confidence survey, used as the only measure, will tell you people feel keen. Keen people still paste the first draft into the client email.

If you want the day built around the team's own work, that is what the AI training workshop is for. We stay vendor neutral, we use their tasks, and we leave a short list of uses for the roles in the room.

Before you pay

Ask these questions before you book, and again before you pay. Which workflow will look different within ten working days, and who owns it? What will a manager reject, and where will you see that rejection? What data stays in bounds for the exercise, and who has already said so? What stops if the ten days leave the work untouched?

If the answers are that people will feel more confident, and that you will review it next quarter, you have booked a tour. Put the workflow, the owner and the stop on the same page as the invoice. The checking habit is the critical thinking workshop.

Deloitte set the workforce numbers out in its UK workforce survey.

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