Lesson 1 of 6 · 12 min

What we're aiming for, and what you've been promised

Your organisation's goal for AI, where the time it frees goes, and the four promises that make it safe to say how you use it.

Your organisation is starting to use AI at work. Before anyone talks about tools, two things need to be clear: what the organisation is trying to achieve with it, and what it has promised you in return for being open about how you work. This lesson covers both. By the end, you should be able to say them back in your own words, or know exactly what to ask.

The aim: one goal, with a date

An aim is a single goal the whole organisation is working towards with AI. It's something you could check, with a number and a date: quotes going out in two days instead of six by the end of March, say, or customers getting a first reply within two hours. It can be about doing the same work with less effort, or doing more with the same people. Both count.

The aim matters to you because it tells you which improvements matter most. If the goal is faster quotes, a shortcut that speeds up quoting is worth far more than one that tidies your inbox.

Where the time goes

AI gives people time back: twenty minutes on a report here, an hour on a summary there. Left alone, that time doesn't vanish. It turns into more email, more meetings and more drafts, because nobody decided otherwise. The hours are real, but they never show up anywhere that matters.

So the aim also says where freed time should go. There are four places it can go:

  • The bottleneck: the one step that holds the goal back, such as the review everything waits for, gets more time and attention.
  • Lower cost: less overtime, fewer contractors, slower hiring.
  • Better quality: fewer errors, more checking, better work for customers.
  • Growth: serving more customers, selling more, trying new things.

The rule is simple. Time saved only counts once it has gone somewhere. Saving an hour isn't the result. What happens with the hour is.

HOURS FREED THIS MONTHThe bottleneckBetter qualityMore email and meetingsCOUNTED6 of 10Only the hours that arrived somewhere named.
Fig. 1.1Saved isn't the same as counted. Of ten freed hours, only the ones that reach a destination someone named count; the rest are absorbed. Illustrative.

Now write the aim the way you heard it. If your organisation hasn't announced one, choose “Not told yet”. You'll get the question to ask instead, and it goes on your record.

BuildThe aim, as you heard it

Write what your organisation has said it's aiming for, in your own words. Close enough is fine. If nobody has told you yet, say so: that's useful to know too.

Has your organisation announced its aim?
Says what will changeHas a numberHas a date
What an aim sounds like (illustrative)
  • By 31 March, quotes go out in 2 working days instead of 6.
  • By the end of June, customers get a first reply within 2 hours, down from 9.
  • This year, the clinic sees 15% more patients without more overtime.

These are examples, not your organisation's aim. Write the one you were told.

Where is the time AI frees meant to go?

Pick what you were told. More than one is fine.

Saved in this browser as you type.
If nobody has told you yet

Plenty of organisations start using AI before they've said what it's for. You can't fix that on your own, and you don't need to guess. Ask your manager two things: what's our goal for AI, and by when? And where is the time it frees meant to go? A clear answer is part of what you're owed.

The four promises

The second half of the aim is about trust. To improve how work gets done, your organisation needs to know how people really use AI: what they use, what for, and what has gone wrong. Most people have good reasons to keep quiet about that.

48%

of desk workers would be uncomfortable telling their manager they'd used AI for a common task.

Slack Workforce Index, 2024

47%

of those said using AI feels like cheating, the most common reason.

Slack Workforce Index, 2024

46%

of those feared looking less competent. Just as many feared looking lazy.

Slack Workforce Index, 2024

That's why, in the framework this course follows, leaders make four promises before anyone is asked to say anything. Here they are, from your side:

  1. Saying how you use AI is safe. Nothing you disclose about how you use AI can be used in your performance review or in decisions about who leaves. A mistake you own up to is handled as coaching, not discipline. Only wilful or criminal conduct falls outside this. What individuals disclose is held outside the management chain, and leaders only see totals.
  2. No one is punished for improving their own work. Finding a faster way to do your job is the point. It's never a reason for a smaller role, a lower rating or a harder target.
  3. Role cuts go through a separate process. If roles are ever eliminated, it happens through a separate, announced process that offers redeployment first, and never because of what people disclosed or improved.
  4. Leaders say plainly what happens to roles that shrink. When AI shrinks the work in a role, you hear what happens next before you have to guess.

Why the promises come first

When it isn't safe to admit how you use AI, the use doesn't stop. It goes quiet. Personal accounts, pasted documents and clever shortcuts carry on out of sight, and so do the risks and the good ideas. Nobody can fix a risk, or share an idea, they can't see. The promises make it safe to say what you do, so the work comes into view and can get better.

ScenarioThe quiet shortcut

A sales rep has been using an AI tool on a personal account to draft follow-up emails after calls. It saves about four hours a week. At the team meeting, the manager asks who's using AI, and how.

How much the team can learn from what the rep found30%

What do you do?

Illustrative. The meter shows the direction things move, not a measured value.

Say it back

The framework only counts the aim as done when three things are true: it has been announced, this baseline session has been held, and a sample of staff can repeat the goal and the promises. This lesson is that moment. You've written the aim as you heard it. Now say the promises back.

Try itSay the promises back

Finish each sentence the way the promise says it.

0 of 4
  1. 1When you say how you use AI…
  2. 2If you find a faster way to do your own job…
  3. 3If roles are ever eliminated…
  4. 4When AI shrinks the work in a role…
Has your organisation made these promises out loud?
Finish each sentence. Each one you get right goes on your record.
The idea

Time saved only counts once it has gone somewhere. And nobody can improve work they can't see.

CheckQuick check

Your team used AI to save 40 hours last month. When does that time count?

CheckQuick check

You tell your manager you've been using AI to draft reports, and it halves the time they take. Under the four promises, which of these can't happen?

Your aim and the promises you said back are saved to your completion record. Next: the five duties that apply to everyone.

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