Direct answer: AI can increase workload when faster execution becomes permission to add more tasks without removing old expectations. The tool creates capacity, but it does not decide what that capacity is for. Leaders still have to remove low-value work and make room for customer problems, strategy, development and real conversation.
Key takeaways
- Faster work does not automatically create better work.
- Keeping every old expectation turns saved time into more volume.
- Saved time should make room for deeper, more meaningful work.
- Ask what the priority is now and what comes off your plate.
You saved two hours. Somehow, your workload got bigger.
Well, listen, here's the deal. I'm probably waist deep in AI at this point. But if you lead people, this next part is for you.
The promise of AI should not be that companies get more work out of people for the exact same pay. You cannot keep squeezing people. There is nothing left to squeeze.
Use AI to take out the corporate BS and automate the things that get things done, but let people go deeper. That means solving a customer problem, thinking about strategy, developing a colleague or having the one-on-one they keep postponing.
Instead, a lot of teams keep every old expectation and add new ones. The email takes a fraction of the time, so now the employee gets more emails. The report is faster, so now the leader asks for more reports. Somebody creates a PowerPoint deck just to have a PowerPoint deck.
Your employer does get value from the time a tool saves. Cool. The question is whether that time becomes deeper, more meaningful work or another pile of busywork.
Faster output is not the same as more value
AI can help someone write an email, build a spreadsheet or create a presentation faster. On the surface, that sounds great. If a person gets an hour and a half back every day, that could become time for deeper work.
The problem is that many workplaces are not designed that way. The organization sees a task that once took eight hours and now takes six, then fills the other two hours. People get more assignments without getting more pay or more space to think.
If output goes up but the customer, product or decision does not improve, efficiency has become activity for activity's sake.
What should the saved time be for?
Use AI to automate the necessary things that eat time. Then let people go deeper on work that matters: connecting with customers, connecting with colleagues, thinking hard about problems and solving something useful.
That requires leaders to look again at how work is assigned and how jobs are designed. The question is not only, how can AI help me get more out of people? It is, how can AI make their life better?
People who have the tools to be efficient and room to learn and grow can bring more thought and connection to the work.
If you save meaningful time and the workload still expands, ask two questions: What is the priority now? What comes off my plate?
| What happens after AI saves time | Question to ask |
|---|---|
| The task becomes faster | Where should the saved time go? |
| A new request appears | Which current priority moves or stops? |
| Output rises but value does not | Does this work need to exist? |
| People lose thinking time | What deeper work are we protecting? |
The tool does not make that leadership decision. You do. If you are a manager inviting feedback from direct reports, these four feedback questions can make a one-on-one more useful.
Frequently asked questions
Why has AI increased my workload?
Some workplaces keep every old expectation and fill the time AI saves with more emails, reports and tasks.
What should happen to time saved by AI?
Leaders should direct saved time toward deeper work, customer value, judgment and development rather than automatic busywork.
What should I ask when AI saves time but work expands?
Ask what the priority is now and what will come off your plate.
How can leaders use AI without squeezing employees?
Automate necessary work that eats time, then protect room for customer problems, strategy, learning, relationships and other work that creates real value.
About Catie
Catie Campbell is an executive coach, emotional intelligence expert, speaker and truth-teller who helps leaders examine the choices shaping their work and lives.
Next step: Get the No-Manual Meeting Kit and use the boundary conversation to decide what new capacity is actually for.