Artificial Intelligence has quickly become part of everyday business. Tools like Microsoft 365 Copilot promise faster work, better insights and improved productivity, all from within the familiar Microsoft environment.

But there’s a hidden cost that many organisations don’t notice straight away.

In the rush to adopt AI, it’s common for businesses to purchase licences for large numbers of staff without really understanding who will use the tool, and how often. The result is “shelfware” — paid software that sits unused while subscription costs continue to grow.

This is where a Microsoft 365 Copilot audit becomes essential.

If you don’t measure usage, you can’t manage cost.

The Reality of AI Licensing Waste

Buying licences in bulk feels efficient. It simplifies procurement and avoids having to make individual decisions.

However, not every role needs Copilot.

Some staff will use it daily. Others may rarely, if ever, open it. Over time, this mismatch between licences and actual usage quietly erodes your IT budget.

Paying for tools that aren’t delivering value is one of the easiest ways for technology costs to spiral without being noticed.

Understanding How Copilot Is Actually Being Used

Microsoft provides built-in reporting that makes this far easier than many organisations realise.

Through the Microsoft 365 admin centre, IT teams can see:

• Who has Copilot enabled
• Who is actively using it
• How frequently it is used
• Adoption trends across the business

This data quickly highlights where licences are adding value, and where they are simply sitting idle.

These insights also support better conversations with managers and team leaders about whether Copilot is genuinely required in certain roles.

Turning Insight Into Cost Control

Once low usage is identified, action becomes straightforward.

Reclaim licences from inactive users and reassign them to employees who will benefit from the tool. Introduce a simple approval process for new Copilot requests, ensuring access is provided based on need, not assumption.

This approach alone can deliver significant savings, without reducing productivity.

Importantly, this isn’t a once-off exercise. Regular reviews — monthly or quarterly — keep costs aligned with actual business value.

Improving Adoption Where It Makes Sense

Low usage doesn’t always mean low value. In many cases, staff simply don’t know how to use Copilot effectively.

Targeted training can make a significant difference. Short, practical sessions that show how Copilot supports real day-to-day tasks often turn reluctant users into confident ones.

Sharing internal success stories, running brief workshops, and appointing “Copilot Champions” within teams helps build momentum and return on investment.

Putting Governance Around AI Tools

Clear guidelines reduce waste.

A simple governance policy should define:

• Which roles automatically qualify for Copilot
• When approval is required
• How often usage is reviewed
• What is expected from licence holders

This removes the “everyone gets one” mindset and introduces accountability into AI spending.

Don’t Wait Until Renewal Time

The worst time to review usage is when the renewal notice arrives.

Auditing Copilot 60–90 days before renewal provides the data you need to right-size your licensing and negotiate from a position of strength.

It prevents another year of paying for tools that aren’t delivering value.

Smart Management Makes the Difference

AI subscription costs can escalate quickly if left unchecked.

Regular Microsoft 365 Copilot audits ensure your investment in AI remains aligned with actual business benefit, not just good intentions.

If you’d like help reviewing your Copilot usage and optimising your licensing, speak with AST Technologies today.