Tuesday, September 30, 2025

🧠 Microsoft 365 Copilot Studio Licensing: A Simple Guide

 If you're planning to build your own AI assistants (called copilots) using Microsoft 365 Copilot Studio, it's important to understand how the licensing and pricing work. Here's a simple guide to help you get started.


🔑 Types of Licenses

1. Trial License

  • Free to use
  • Good for testing and learning
  • You can’t publish your copilots with this license

2. User License

  • Also free, but you need to buy Copilot Credits for it to work
  • You can build and publish copilots
  • Must be assigned to users through the Microsoft 365 Admin Center

3. Microsoft 365 Copilot License

  • Comes with your Microsoft 365 Copilot subscription
  • Some copilots (like those used in Teams or SharePoint) don’t use credits

💳 How Pricing Works: Copilot Credits

Copilot Studio uses something called Copilot Credits to measure how much you use the service. Every time your copilot answers a question or performs a task, it uses some credits.

Two Ways to Pay:

1. Prepaid Credit Pack

  • $200 per month for 25,000 credits
  • Best if you know how much you’ll use

2. Pay-As-You-Go (PAYG)

  • $0.01 per credit
  • Billed through your Azure account
  • Good for unexpected or extra usage

💡 Example:

If your copilots use 30,000 credits in a month:

  • First 25,000 credits = covered by the $200 pack
  • Extra 5,000 credits = $50 via PAYG
  • Total = $250

🛠️ How to Manage It

  • Assign licenses in the Microsoft 365 Admin Center
  • Track usage and billing in the Power Platform Admin Center
  • PAYG billing is handled through Azure

✅ Quick Summary

License TypeCostCan Publish?Needs Credits?
TrialFreeNo
User LicenseFreeYes
Microsoft 365 CopilotIncludedSometimes

comparison between Microsoft 365 Copilot and Copilot Studio to help you decide which one suits your needs better:


FeatureMicrosoft 365 CopilotCopilot Studio
PurposeAI assistant inside Microsoft apps (Word, Excel, Outlook, Teams, etc.)Build custom AI agents for business processes
License Cost$30/user/month (add-on to M365 E3/E5/Business)Free user license, but requires Copilot Credits
Who Uses ItEnd users (employees, knowledge workers)Developers, business analysts, automation teams
Use Cases- Drafting emails
- Summarizing meetings
- Creating documents
- Analyzing data
- Automating workflows
- Answering internal queries
- Integrating with APIs and data sources
CustomizabilityLimited to Microsoft appsHighly customizable (flows, plugins, connectors)
Data SourcesMicrosoft Graph (emails, docs, chats)Internal systems, SharePoint, Dataverse, APIs
DeploymentBuilt into Microsoft 365 appsPublish to Teams, websites, Power Apps, etc.
Billing ModelPer-user subscriptionCredit-based (e.g., $200 for 25,000 credits/month)
Best ForEnhancing productivity in daily appsBuilding tailored AI solutions for business processes

🧠 Which One Should You Choose?

  • Choose Microsoft 365 Copilot if you want:

    • AI help inside Word, Excel, Outlook, Teams
    • A productivity boost for everyday tasks
  • Choose Copilot Studio if you want:

    • To build your own AI agents
    • To automate specific business processes
    • To integrate with custom data sources


🚀 Final Thoughts

Microsoft 365 Copilot Studio gives you the tools to build smart AI assistants for your business. With flexible licensing and credit options, you can start small and scale as needed.

Friday, September 19, 2025

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How to Track Enterprise-wide Adoption of Copilot Studio

 When we start using Microsoft Copilot Studio to build chatbots and copilots, one big question comes up:

👉 How do we know if people are actually using it, and if it’s adding value across the whole company?

Copilot Studio does show some basic reports, but if we want to understand adoption across the enterprise, we need to look in a few more places.


1. What You Get by Default in Copilot Studio

Each bot has a built-in dashboard that shows:

  • Conversation results – whether chats were resolved, escalated, abandoned, or unengaged

  • Usage – how often generated answers were useful (good, incomplete, irrelevant)

  • Satisfaction – thumbs up/down reactions and survey responses

This is good for checking one bot, but not enough to understand adoption company-wide.


2. Using Power Platform Admin Center

For a bigger picture, go to:
Power Platform Admin Center → Analytics → Virtual Agents (Copilot Studio)

Here you can see tenant-wide usage across all bots, such as:

  • Total number of sessions

  • Active users across the company

  • Capacity usage (important for licensing and planning)

  • Geographical usage (where people are using the bots most)

This helps with overall health checks and adoption tracking.


3. If Your Bot is in Microsoft Teams

If the bot is deployed in Teams, go to:
Teams Admin Center → Analytics & Reports

You’ll be able to track:

  • How many people are using the bot

  • Whether it’s used more in private chats or team chats

  • Message volume per user or per team

This shows how well the bot is fitting into everyday teamwork and collaboration.


4. What Metrics Matter Most

To see the true value of Copilot Studio across the company, track four areas:

AreaWhat to Measure
AdoptionHow many people use it, how often, and how many come back (retention)
UsageNumber of sessions, top questions/intents, average length of conversations
QualityResolution rate, sentiment, helpful vs. unhelpful answers
ROI (Return on Investment)Time saved, % of automation vs. escalations, overall cost savings

5. Why This Matters

  • Bot-level analytics help you improve one chatbot.

  • Admin Center analytics give you adoption and licensing insights.

  • Teams' analytics show you how well the bots are used in daily work.

If you bring all these together (for example, in a Power BI dashboard), you can clearly show leaders how Copilot Studio is being adopted, how much value it’s creating, and where improvements are needed.


In short:
Copilot Studio is powerful, but you need to look beyond the default reports. Using Power Platform Admin Center and Teams analytics gives you the full story on adoption, quality, and ROI.



🧠 Microsoft 365 Copilot Studio Licensing: A Simple Guide

 If you're planning to build your own AI assistants (called copilots ) using Microsoft 365 Copilot Studio, it's important to underst...