Humanfrog Lab

Does Microsoft 365 Copilot pay off for your team?

A Copilot licence costs less per month than an hour of a specialist's time, so the decision looks easy. In practice the numbers often do not add up: some licences go unused, the minutes saved are scattered, and the rollout takes more preparation than planned.

The calculator on this page compares the value of time saved with the cost of licences and rollout using your own figures. It shows the monthly net benefit, the payback period, how many minutes a day each user must save for Copilot to pay off, and what happens if the savings are only half of what you expect.

Does Copilot pay off for your team?

Updated 7 min read

Does Copilot pay off for your team?

Enter the size of your team, your estimate of time saved by area of work and your costs. The default values are deliberately conservative. Licence prices are indicative and can be changed.

All default values are deliberately conservative, editable assumptions, not measured results or a Humanfrog offer. Validate the time savings in a pilot with your own teams.

Team and usage
You pay for every licence, whether it is used or not.
How many licensed users use Copilot regularly. The usage report in the Microsoft 365 admin center shows the actual figure.
Excluding holidays and leave. 46 weeks is a common assumption.
Time saved per active user (hours per week)

Estimate the time one active user saves per week in each area. If an area is not used, enter 0.

Summaries of long threads, draft replies, finding what was agreed.
Notes, recaps, follow-up tasks, catching up on missed meetings.
First drafts, summarising, reworking existing content.
Formulas, analysis, charts and explaining data.
Searching across the organisation's email, documents and chats.
Fifteen minutes saved does not turn into money by itself. Enter the share of that time that goes into value-adding work.

Costs
Gross salary plus employer contributions, divided by hours actually worked. Use the average of the team that will get licences.
The choice fills in an indicative price that you can then change. Both Microsoft licences are add-ons to an eligible Microsoft 365 plan.
Indicative Microsoft list prices excl. VAT with annual commitment, as of November 2026: Copilot Business EUR 18.20 (promotion until 31 Dec 2026: EUR 15.60 for the first year), Microsoft 365 Copilot EUR 26.00. Prices change, so check them before you decide. Official Microsoft pricing
Fixing access permissions, sensitivity labels, the pilot, user workshops and internal team time.

ROI estimate

Item Value
Active users
Hours saved per month, all active users
Value of productively used time per month
Licence cost per month
Net benefit per month
One-off rollout cost
Payback of the one-off cost
Net benefit in year one
Return in year one (ROI)
Assumed saving per active user per day
Break-even: saving needed per active user per day
Break-even including rollout spread over 12 months

The break-even accounts for the share of active users and the share of time put to productive use. Unused licences raise the bar for everyone else.

Sensitivity: what if the savings are smaller?

Time-saving estimates are uncertain before a pilot. Check whether the investment still pays off with smaller savings.

Scenario Net per month Payback
Savings as entered
Half the savings
A quarter of the savings

Before you buy licences

  • Measure the savings in a 6 to 8 week pilot against a baseline taken before rollout, rather than relying on general studies.
  • Check access permissions: Copilot surfaces everything a user can at least view, including folders that are shared too widely.
  • Put data governance in place: content owners, sensitivity labels and DLP policies.
  • Check that users have an eligible Microsoft 365 base plan, which is a prerequisite for the Copilot add-on.
  • For lighter tasks, Copilot Chat may be enough; it is available at no extra cost with eligible Microsoft 365 plans.

The calculator is a rough-estimate aid. It does not include taxes, financing, the price of Microsoft 365 base plans or usage-based charges for advanced features and agents. It is not an offer or a guarantee of savings.

The calculation runs in your browser. Your answers are only sent if you submit the contact form below.

What you are actually buying

The name Copilot now covers several products, so before you calculate anything it helps to be clear about what you are deciding on. Microsoft also calls the product Microsoft Copilot, while price lists and licences still use the name Microsoft 365 Copilot.

OptionWhat it gives youIndicative price (November 2026)
Copilot ChatAI chat with web sources and content the user providesNo extra cost with eligible Microsoft 365 plans
Microsoft 365 Copilot BusinessCopilot in Outlook, Teams, Word, Excel and PowerPoint, with answers from organisational data; up to 300 usersEUR 18.20 per user per month
Microsoft 365 Copilot (enterprise add-on)The same capabilities for larger organisationsEUR 26.00 per user per month

These are Microsoft list prices excluding VAT with an annual commitment. Until 31 December 2026, a promotional price of EUR 15.60 for the first year applies to Copilot Business. Both paid licences are add-ons: each user also needs an eligible base plan such as Microsoft 365 Business Standard, Business Premium or E3. Advanced features and agents may also be billed by usage, so check the current terms on Microsoft's site or with your CSP partner.

How the calculator works

The calculation is deliberately simple, so that anyone in finance can check it:

  1. Active users are licensed users multiplied by the share who actually use Copilot regularly.
  2. Hours saved are the sum of weekly savings by area (email, meetings, documents, data, search), converted to a month using the real number of working weeks.
  3. Value is the number of hours multiplied by the hourly cost and by the share of saved time that people spend on value-adding work.
  4. Cost is the licence price multiplied by all licensed users, because an unused licence is still paid for.

From these figures the tool calculates the monthly net benefit, the payback period of the one-off rollout cost, the return in year one and the break-even point: how many minutes per working day an average active user must save for the licences to cover themselves.

An example with the default values: 25 licences, 60% active users, 1.5 hours saved per week, half of that time used productively, an hourly cost of EUR 30 and a Copilot Business licence. The monthly value of time is about EUR 1,290, the licences cost EUR 455, the net benefit is around EUR 840 a month, and a EUR 4,000 rollout pays back in just under five months. The break-even is about 6 minutes per active user per day. At half the savings the net benefit is still positive, but only around EUR 190 a month.

Why conservative assumptions

Studies by vendors and consultancies often quote very high time savings. Those figures are measured on different samples, with different tasks and often among early enthusiasts. They are not a sound basis for your budget. The default values in the calculator are therefore low, and it is better to raise them based on your own pilot than the other way round.

  • Time saved is not money saved. If an employee saves ten minutes on meeting notes, the salary cost does not fall. Value appears only when that time goes into sales, customers or work that was waiting.
  • Usage is not a given. Every organisation has users who drop a tool after the first week. Without training and role-specific use cases, the share of active users falls quickly.
  • Output must be checked. Generative AI can be wrong, so time spent reviewing answers reduces the net saving.

The sensitivity table in the tool shows whether the investment still pays off at half or a quarter of the assumed savings. If the result is positive only under optimistic assumptions, that is a clear sign you need a pilot first.

A pilot that gives you real numbers

  1. Choose a group. 10 to 20 users from two or three roles with lots of email, meetings and documents, for example sales, project management and accounting.
  2. Measure a baseline. For three to five recurring tasks, measure how long they take today: meeting notes, a first draft of a quote, a monthly report.
  3. Train the users. A short workshop with examples from their own work and a shared library of good prompts.
  4. Track usage. The Copilot usage report in the Microsoft 365 admin center shows enabled and active users and usage by app.
  5. Compare after six to eight weeks. Measure the same tasks again, collect feedback and enter the results in the calculator.

Only with pilot results should you decide how many licences to buy and for which roles. Licences are assigned to individuals, so there is no need to buy one for everybody.

Prerequisites: permissions, data and compliance

According to Microsoft's documentation, Copilot only shows users content they have at least view permission to, and prompts and responses are not used to train foundation models. Security therefore depends largely on how well permissions are managed in your environment.

  • Oversharing: review SharePoint sites and Teams shared with the whole organisation, links anyone can open and inactive sites. According to Microsoft, SharePoint Advanced Management is included with the Copilot licence.
  • Data governance: assign content owners and introduce sensitivity labels and DLP policies for the most sensitive data.
  • Plan eligibility: check that every intended user has an eligible Microsoft 365 base plan.
  • AI literacy: the AI Act requires deployers to ensure a sufficient level of AI literacy among staff. Read more in the guide EU AI Act risk classification.

Enter the cost of this preparation in the one-off rollout field. In environments that grew without rules, it is often the largest item in year one.

Who it usually pays off for, and who not

Copilot delivers most where people write, read and coordinate a lot: managers, sales, project managers, specialist functions, legal and HR. It delivers less for roles that spend most of their time in the field, in production or in specialised applications outside Microsoft 365. For them a targeted AI agent that handles part of a process, such as reading an enquiry and preparing a quote in the ERP, often makes more sense.

A mixed strategy is common: Copilot licences for information workers, Copilot Chat for everyone else, and individual agents for repetitive processes.

Next steps

  • Calculate the break-even and sensitivity with conservative assumptions.
  • Check how ready your environment is with the AI readiness self-assessment.
  • Check that you have the right base plan in the guide Microsoft 365 plans.
  • Fix access permissions and run a pilot with a measured baseline.
  • Buy licences gradually and reassign them after three months based on actual usage.

Humanfrog is a Microsoft CSP partner. We help with choosing licences, preparing the environment, running the pilot and training users, and we build AI agents for your processes. To check the calculation against your own environment, talk to us.

Frequently asked questions

How much does a Microsoft 365 Copilot licence cost?
According to Microsoft's price list (November 2026, excluding VAT, annual commitment), Microsoft 365 Copilot Business for organisations with up to 300 users costs EUR 18.20 per user per month, and the Microsoft 365 Copilot add-on for larger organisations costs EUR 26.00. Both are add-ons to an eligible Microsoft 365 plan that you pay for separately. Prices change, so check them on Microsoft's site or with a CSP partner before you buy.
What is the difference between Copilot Chat and a Microsoft 365 Copilot licence?
Copilot Chat is available at no extra cost to users with an eligible Microsoft 365 plan and works mainly with the web and content the user provides. The paid licence adds answers grounded in the organisation's email, documents, meetings and chats, and Copilot directly in Outlook, Teams, Word, Excel and PowerPoint.
How much time must a user save for the licence to pay off?
It depends on the hourly cost, the licence price and the share of active users. With an hourly cost of EUR 30 and a licence at EUR 18.20, one active user's licence pays for itself with about 36 minutes of productively used time per month. Because not all users are active and not every saving becomes productive work, the real threshold is higher. The calculator works it out for your figures.
How do we measure Copilot savings in practice?
Before the pilot, measure a baseline for a few recurring tasks, such as writing meeting notes or preparing a quote. During the pilot, follow the Copilot usage report in the Microsoft 365 admin center and ask users about specific tasks. After six to eight weeks, compare the results with the baseline.
Does Copilot use our data to train its models?
According to Microsoft's documentation, prompts, responses and data accessed through Microsoft Graph are not used to train foundation language models. Copilot only shows a user content they have at least view permission to, which is why well-managed permissions in SharePoint and Teams are essential.
Do we need to buy licences for all employees?
No. Licences are assigned to individual users. It makes sense to start with roles that spend a lot of time in email, meetings and documents, and to reassign licences after the pilot based on actual usage.

Stay up to date

Regulations, licence prices and technology change fast. When we update the guides and tools in the Lab or publish a new article, we let you know by e-mail. Occasional, and never spam.

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