Tag: empowerment

Exam AB-731: AI Transformation Leader

What better way to start 2026 then to talk about a Microsoft certification, especially one for a totally NEW type of user!

Following on the steps of the other AB exams I’ve been writing about my experience with (see Exam AB-730: AI Business Professional, Exam AB-100: Agentic AI Business Solutions Architect and Exam AB-900: Microsoft 365 Copilot and Agent Administration Fundamentals ), this article will cover the AB-731 exam.

This exam is focusing on the Microsoft AI capabilities from a Business Leader perspective, and to the best of my knowledge is the first time that Microsoft has ever created an exam from a ‘Business Leader’ perspective. Taking this exam was a complete mindset shift to me, especially when seeing the questions – it’s not about understanding the in depth technical capabilities, but more around the breadth of technology options (spanning Azure, Microsoft 365 Copilot, Copilot Studio & other tools), and what they bring/enable from a BUSINESS perspective.

The official description of the proposed exam candidate is:

As a candidate for this Microsoft Certification, you should understand how to recognize opportunities for AI transformation, identify the right AI tools and resources, plan for AI adoption, optimize business processes, and drive innovation by using Microsoft 365 Copilot and Azure AI services.

This Certification is designed for business decision-makers at all levels who are responsible for guiding transformation and innovation within their teams or organizations. In this role, you’re expected to demonstrate AI fluency, strategic vision, and the ability to lead AI adoption across teams and functions but are not expected to write any code.

As a candidate for this Certification, you should be able to evaluate AI opportunities, champion responsible AI practices, and align AI investments with business goals. You need experience leading adoption or change management in a business context. You must also be familiar with Microsoft 365 services, Azure AI services, and general AI capabilities.

The overall information for the exam can be found at Microsoft Certified: AI Transformation Leader, and there is an official Learning Path available for it.

As I’ve posted before around my exam experiences, it’s not permitted to share any of the exam questions. This is in the rules/acceptance for taking the exam. I’ve therefore put an overview of the sorts of questions that came up during my exam. (Note: exams are composed from question banks, so there could be many things that weren’t included in my exam, but could be included for someone else!). It’s also in beta at the moment, which means that things can obviously change for when it comes out of beta.

Overall, the exam approach was quite different to me – though I do talk with organisations frequently around general AI matters, I’ve never taken an example written in this way beforehand. However, I do feel that it’s very helpful to have this in place, to ensure that business leaders can demonstrate that they actually do know what they’re talking about 😉

I’ve tried to group things as best together as I feel (in my recollection), to make it easier to revise.

  • Azure Components & Capabilities
    • AI Vision – what it can be used for, benefits of using it, capabilities that it has
    • AI Language – what it can be used for, benefits of using it, capabilities that it has
    • AI Document Intelligence – what it can be used for, benefits of using it, capabilities that it has
    • Machine Learning – what it can be used for, benefits of using it, capabilities that it has
    • AI Foundry – what it can be used for, benefits of using it, capabilities that it has
    • AI Search – what it can be used for, benefits of using it, capabilities that it has
  • Microsoft 365 Copilot Chat
    • What license is needed
    • What data does it have access to
    • What security controls are in place
  • Microsoft 365 Copilot
    • What is it, what can it be used for
    • What can it do
    • How does it connect to data
    • What are the connectors for it (standard & custom)
    • Benefits of using it (vs 3rd party AI tooling)
    • Different agents (eg Analyst & Researcher) within it – what they do, how to access and use them
  • Microsoft Copilot Studio
    • What is it, what can be used for
    • What can it do
    • What license is needed
    • What data can it access
  • Microsoft Security Copilot
    • What is it, what can be used for
    • What can it do
    • Benefits that it provides
  • Security & Governance
    • Content filtering controls within Copilot
    • Policies
    • Handling requirements to prevent inappropriate language & responses
    • Responsible AI principles
    • Governance ownership, responsibility & requirements
  • Generative AI
    • AI model hallucinations
    • Grounding in data
    • Improving response quality
    • Prompt engineering
    • Pre trained models vs fine tuned models
    • Reasoning models vs non-reasoning models
    • Understanding usage costs (including different pricing models)
    • What is RAG, and how can it be used for business scenarios
    • Adoption throughout organisations – personas to involve in adoption team

    I hope that this is helpful for anyone who’s thinking of taking it – good luck, and please do drop a comment below to let me know how you found it! I’d also be interested in your thoughts/opinions around the direction that Microsoft has taken for this!

    Exam AB-900: Microsoft 365 Copilot and Agent Administration Fundamentals

    Following on the steps of the other AB exams I’ve been writing about my experience with (see Exam AB-730: AI Business Professional & Exam AB-100: Agentic AI Business Solutions Architect), this article will cover the AB-900 exam.

    This exam is focusing on the Microsoft 365 Copilot capabilities from a user & administration perspective, and doesn’t cover/include anything from Copilot Studio.

    Now, though it’s a Fundamentals exam, to be honest it’s the HARDEST fundamentals exam that I’ve ever taken!

    The approach is around being able to demonstrate understanding of how to use the Microsoft 365 Copilot, as well as a lot of focus on how to control & administer it.

    The official description of the proposed exam candidate is:

    As a candidate for this Microsoft Certification, you should be familiar with Microsoft 365, including core services, security, identity and access, data protection, and governance, along with Microsoft 365 Copilot and agents.

    Additionally, you should be familiar with the admin centers used to access Microsoft 365 workloads, such as Exchange Online, SharePoint in Microsoft 365, Microsoft Teams, Microsoft Entra, and Microsoft Purview. You need to have experience with AI-driven productivity tools and modern IT management practices.

    You must be able to identify the roles of the core features and objects available in Microsoft 365, such as users, groups, teams, sites, and libraries. Plus, you should understand the core security features of Microsoft 365, such as authentication methods, conditional access policies, and single sign-on (SSO).

    The overall information for the exam can be found at Microsoft 365 Certified: Copilot and Agent Administration Fundamentals, and there is an official Learning Path available for it.

    As I’ve posted before around my exam experiences, it’s not permitted to share any of the exam questions. This is in the rules/acceptance for taking the exam. I’ve therefore put an overview of the sorts of questions that came up during my exam. (Note: exams are composed from question banks, so there could be many things that weren’t included in my exam, but could be included for someone else!). It’s also in beta at the moment, which means that things can obviously change for when it comes out of beta.

    One thing to keep in mind about this exam – though I do mention Microsoft Purview in the list of items below, I haven’t gone into it extensively. However, there were a LOT of questions that touched on Purview (& other governance stuff as well) – you REALLY need to be knowing & understanding these capabilities to be able to take & pass the exam. Just guessing the answers is not going to help at all!

    Overall, the exam seemed to me to be pretty decent, though with indeed a heavy focus on security & governance (as I’ve mentioned above). I don’t see this as a bad thing though, as it can help to show that administrators really do know what they’re talking about.

    I’ve tried to group things as best together as I feel (in my recollection), to make it easier to revise.

    • Agent types
      • Native Microsoft 365 Copilot agent
      • Native Microsoft 365 Copilot advanced agents (eg Researcher & Analyst). What they are, how to access, what to use them for
      • Custom Microsoft 365 Copilot agent
      • SharePoint agent
    • Creating/using Agents
      • Using natural language to create agents
      • How to handle/perform multi-step reasoning
      • Use of notebooks
      • Custom instructions
      • Scheduling prompts
      • Querying data types
        • Structured
        • Unstructured
    • Governance & security
      • Blocking access to different types of searches & collateral
      • Blocking access to specific agents
      • Tools to use for blocking
      • How to share agents with other users
      • Assigning licenses to users
      • Data retention policies
      • Data labelling policies
      • Use of Microsoft Purview, covering capabilities, tools, auditing, how to use, etc
      • Use of DLP
      • Data source permissions
      • Conditional access policies
      • Microsoft Defender – what it is, capabilities it has, how to use it, etc.
      • Types of authentication
    • Reporting
      • Licensing & usage
      • Adoption & interactions
    • Payment options & capabilities
      • Credit usage – internal vs external users
      • Pay As You Go Billing, and scenarios you can use it for

    I hope that this is helpful for anyone who’s thinking of taking it – good luck, and please do drop a comment below to let me know how you found it! I’d also be interested in your thoughts/opinions around the direction that Microsoft has taken for this!

    Exam AB-730: AI Business Professional

    Following on from the recent launch of the new Exam AB-100: Agentic AI Business Solutions Architect exam, Microsoft has now developed & released other exams in the AB series – this post is on the AB-730 exam.

    The approach continues to be around how to use AI within technology for business purposes, rather than needing to be able to create AI or code. This exam focused on the Microsoft 365 Copilot experience, how to use it within various Microsoft Office applications, etc.

    The official description of the proposed exam candidate is:

    As a candidate for this Microsoft Certification, you should have experience using generative AI–powered productivity tools, including Microsoft 365 Copilot, Researcher, and Analyst. You take advantage of AI to improve daily work, drive business outcomes, and make informed decisions in business contexts—without building AI apps or writing code.

    You should have a basic understanding of Microsoft 365 and should be comfortable navigating core apps, such as Outlook, Word, Microsoft Teams, PowerPoint, and Excel. You should also be familiar with common business processes, including drafting emails, creating presentations, generating images, and managing documents.

    The overall information for the exam can be found at at Microsoft Certified: AI Business Professional (beta) – Certifications | Microsoft Learn, and there is an official Learning Path available for it.

    As I’ve posted before around my exam experiences, it’s not permitted to share any of the exam questions. This is in the rules/acceptance for taking the exam. I’ve therefore put an overview of the sorts of questions that came up during my exam. (Note: exams are composed from question banks, so there could be many things that weren’t included in my exam, but could be included for someone else!). It’s also in beta at the moment, which means that things can obviously change for when it comes out of beta.

    One thing that I found I didn’t like about the exam is the new question type of ‘Best Answer’. This question type gives various options, whilst telling you that more than one answer choice may achieve the goal, but asking you to select the BEST answer. I believe that questions like this are subjective, and the answers will vary based on each person’s knowledge, understanding & experience, so I’m not quite sure why Microsoft have decided that this would be good to use. It will be interesting to see what happens when the exam comes out of Beta, and if these questions are still around or not then.

    Overall, the exam seemed to me to be pretty decent – I initially thought it would be quite generic, but you really do need to know how all the Copilot offerings work including Copilot Chat and Copilot in the Office applications.

    If you’re new to Copilot, and/or not really sure as to how it actually works & the capabilities, I’d suggest not to take the exam yet. Instead, go and take a look at the learning paths, and look to find out how it actually works & operates.

    I’ve tried to group things as best together as I feel (in my recollection), to make it easier to revise.

    • Microsoft 365 Copilot vs Microsoft 365 Copilot Chat
      • What each one does/doesn’t do
      • When to use each one
    • What to include when prompting Copilot
    • Copilot security framework
      • How data is used
      • The different data controls that are in place
      • How data protection works, different data protection capabilities & using them
      • Removing data & prompts from Copilot,
    • Copilot capabilities in Microsoft Word
    • Copilot capabilities in Microsoft Excel
    • Copilot capabilities in Microsoft Outlook
    • Copilot capabilities in Microsoft PowerPoint
    • Copilot capabilities for Teams
      • Using Copilot within Teams for queries
      • Using Copilot within Teams for meetings (preparing for them, during the meeting, after the meeting)
    • Collaboration with Copilot report outputs
    • Copilot Researcher agent – getting access, capabilities & use cases, inputs & outputs
    • Copilot Analyst agent – getting access, capabilities & use cases, inputs & outputs
    • Using custom instructions within Copilot – how to do this, how it is used/applied, etc
    • Using documents with Copilot for answers & generating material. Updating new versions of documents, and how Copilot will behave
    • Microsoft 365 agents – creating, configuring, sharing, security etc
    • Creating, sharing & scheduling prompts, including limitationsent

    I hope that this is helpful for anyone who’s thinking of taking it – good luck, and please do drop a comment below to let me know how you found it! I’d also be interested in your thoughts/opinions around the direction that Microsoft has taken for this!

    Exam AB-100: Agentic AI Business Solutions Architect

    It’s always interesting when Microsoft release a new type of exam, especially when it’s not tied to specific functionality, but rather to an overall approach. The AB-100 exam (don’t pay too much attention to the ‘100’ designator, in my opinion) follows the approach that we’re seeing Microsoft taking – needing to use technology (& here, specifically AI in technology) holistically across multiple solution.

    I took the exam in Beta as soon as it launched, though due to preparing for the Power Platform Community Conference (which I’m currently writing this at), it’s taken a bit of time to get this blog post up and published.

    As an architect, AI isn’t new to us – we know of multiple different capabilities (spanning Microsoft 365, Copilot Studio & Azure AI Foundry), which we need to use appropriately to handle customer scenarios. AI isn’t new to exams either – there are multiple Azure exams with AI in them, we have multiple Business Application exams with Copilot Studio in them, etc.

    However, exams to date focus on a specific part of the technology stack. For example, the PL-600 focused on Power Platform & Dynamics 365 Customer Engagement. The MB-700 focused on Dynamics 365 Finance & Operations, and so on and so forth.

    This new exam is somewhat of a paradigm shift – needing to understand AI holistically as an architect across multiple parts of the technology stack, what & how it’s used for and where, etc. This is most definitely a new approach, and it will be interesting to see how it users react to it.

    Truthfully, having taken it, I’d personally say that it feels a bit more like an enterprise architect exam approach (which also doesn’t exist in the Microsoft stack), albeit focused around Business Applications. Given the way in which Microsoft partners have specialists in each technology part of the stack, it will be interesting to see if this approach will pivot the way in which people are trained/skilled, and deliver projects. I think that there’s likely to be a lot of feedback to Microsoft that it’s not the way that the partner landscape currently works – though perhaps Microsoft is specifically trying to influence this itself to change. Only time will tell…

    The overall information for the exam can be found at Microsoft Certified: Agentic AI Business Solutions Architect (beta) – Certifications | Microsoft Learn, though there is NO learning path that’s been created (at the time of writing). I think that this is because Microsoft may want to see the reaction to this new approach, and pivot appropriately, rather than needing to create a lot of content that may potentially need to be re-done.

    The official description of the exam can be found at the link above (it’s too long to post here), so please go take a look!

    So, as I’ve posted before around my exam experiences, it’s not permitted to share any of the exam questions. This is in the rules/acceptance for taking the exam. I’ve therefore put an overview of the sorts of questions that came up during my exam. (Note: exams are composed from question banks, so there could be many things that weren’t included in my exam, but could be included for someone else!). It’s also in beta at the moment, which means that things can obviously change for when it comes out of beta.

    I’ve tried to group things as best together as I feel (in my recollection), to make it easier to revise.

    • Business usage of AI
      • Different agents usage and results
      • How to use appropriately for business/agent analysis
      • Different types of metrics and results
      • Best practices for building Copilot Studio agents, and using Copilot Studio agents
      • Looking at the ROI for using Copilot Studio agents
      • Designing the usage of different AI and agent capabilities for business needs
    • Building agents
      • What Copilot Studio agents need to work
      • Data types that agents can use
      • Data sources that agents can use
      • Use of knowledge sources for agents
      • Usage of custom connectors
      • Handling token usage with Azure AI Foundry
      • How to handle testing for Copilot Studio agents
      • Different testing types & approaches
      • Extending Microsoft 365 Copilot
      • Using Power Automate with Copilot Studio agents
      • Speech to Text/Text to Speech
      • Handing conversation to live customer service representative using Dynamics 365 Contact Centre
      • Using RPA within an agent
    • Models
      • Different types of models that could be used within Azure AI Foundry
      • Orchestration
      • Improving performance
    • Security
      • How to handle Copilot Studio security
      • Governance & compliance tooling (eg Purview)
      • Handling/restricting connectors for Copilot Studio agents
      • Ensuring user security when using agents (ie not able to retrieve data that the user cannot access directly)
    • Reporting
      • Monitoring tools for Copilot Studio agents
      • Metrics, usage & analytics for Copilot Studio agents
      • Investigating Copilot Studio agent transcripts
      • Monitoring tools for Azure AI models
      • Evaluating Azure AI Foundry model outputs
    • Application Lifecyle Management
      • Focusing on AI Agents for Dynamics 365 CE, Finance & Operations, and Power Platform
      • How/what components to use and include
      • What tooling to use for ALM

    Overall, the exam seemed to me to be pretty decent – I was worried that it would focus just on Copilot Studio, with not much else in it, but there’s a good balance across other AI capabilities as well.

    The big change, for me at least, were the questions around Dynamics 365 Finance and Operations – this isn’t an area that I’m an expert in generally, and most definitely not for AI tooling. I think that this, as I mention above, is what may get the biggest pushback/feedback into Microsoft.

    I’m going to be quite interested in seeing how the exam is actually launched (as it’s currently in Beta of course). Having chatted with a few others who have taken the exam (whilst obviously respecting the NDA!), they also think that this is an approach pivot from Microsoft, and are wondering about the real world application of it.

    I hope that this is helpful for anyone who’s thinking of taking it – good luck, and please do drop a comment below to let me know how you found it! I’d also be interested in your thoughts/opinions around the direction that Microsoft has taken for this!

    MB-280: Microsoft Dynamics 365 Customer Experience Analyst

    It’s been a while since taking a Microsoft certification exam, but with the new MB-280 exam being launched in the last few days, I’ve obviously needed to take a look at it! It felt a little strange, as I’m now used to the certification renewal process (which is why I haven’t taken any exams in a while), but thankfully things went alright with the overall exam.

    For those who haven’t been following the news, Microsoft made an announcement a few months back that some exams would be retiring, and the new MB-280 exam would be the replacement for this. In short, this is supposed to replace the MB-210 (Sales), MB-220 (Customer Insights – Journeys) & MB-260 (Customer Insights – Data). Malin Martnes wrote a good blog post in June – I’d suggest to take a look at it at for more general information around it.

    Now I’m all up for new certifications being created & made available. However, and I know this could be considered controversial, I have ABSOLUTELY NO IDEA as to why this exam was created in THIS specific way. If an exam had been created, for example, to bring together the two sides of Customer Insights (ie to cover both Data & Journeys in a single exam), I think that would have been quite good.

    But with having taken this, my thoughts (& feedback to Microsoft directly) is that they should un-deprecate (if that’s a word/phrase?) the MB-210 exam, and continue it forward. There’s no reason that I can see having Marketing & Sales together in a single exam – it feels like two (or technically 3?) lego bricks lumped together without any rhyme or reason.

    The learning path for the exam was also launched in the last few days, and can be found at Study guide for Exam MB-280: Microsoft Dynamics 365 Customer Experience Analyst | Microsoft Learn

    The official description of the exam is:

    As a candidate for this exam, you’re a Microsoft Dynamics 365 customer experience analyst who has:

    • Participated in or plans to participate in Dynamics 365 Sales implementations.
    • An understanding of an organization’s sales process.
    • An understanding of the seller’s perspective (user experience).
    • The ability to demonstrate Dynamics 365 Customer Insights – Data and Customer Insights – Journeys capabilities.

    You’re responsible for configuring, customizing, and expanding the functionality of Dynamics 365 Sales to create business solutions that support, automate, and accelerate the company’s sales process. You use your knowledge of customer experience capabilities in Dynamics 365 Sales and Microsoft Power Platform to inform the following design and implementation tasks:

    • Configure Dynamics 365 Sales standard and premium features.
    • Implement collaboration features.
    • Configure the security model.
    • Perform Dynamics 365 Sales customizations.
    • Extend Dynamics 365 Sales with Microsoft Power Platform.
    • Deploy the Dynamics 365 App for Outlook.

    As a candidate, you need:

    • An understanding of the Dataverse security model and features, including business units, security roles, and row ownership and sharing.
    • Experience configuring model-driven apps in Microsoft Power Apps.
    • An understanding of accounts, contacts, and activities.
    • An understanding of leads and opportunities.
    • An understanding of the components of model-driven apps, including forms, views, charts, and dashboards.
    • An understanding of model-driven app personal settings.
    • Experience working with Dataverse solutions.
    • An understanding of Dataverse, including tables, columns, and relationships.
    • Familiarity with Power Automate cloud flow concepts, such as connectors, triggers, and actions.

    More can be found at the exam page itself, which is located at Exam MB-280: Microsoft Dynamics 365 Customer Experience Analyst (beta) – Certifications | Microsoft Learn

    Now during my exam, I was looking forward to seeing the ‘new’ capability around being able to use Microsoft Learn during the exam (new to me – as I haven’t taken any other exams in the last year or so since it was announced!). However there didn’t seem to be any capability to launch Microsoft Learn – I’m not sure why it wasn’t available, as this isn’t a Fundamental level exam

    Questions also used the older terms of references rather than the newer/accepted terms – ie using ‘field’ instead of ‘column’, and ‘entity’ instead of ‘table’. Again, I have no idea why this is – all other exams (including the renewals for them) are using these properly (in my summary below I have ensured I use the correct terms).

    So, as I’ve posted before around my exam experiences, it’s not permitted to share any of the exam questions. This is in the rules/acceptance for taking the exam. I’ve therefore put an overview of the sorts of questions that came up during my exam. (Note: exams are composed from question banks, so there could be many things that weren’t included in my exam, but could be included for someone else!). It’s also in beta at the moment, which means that things can obviously change.

    I’ve tried to group things as best together as I feel (in my recollection), to make it easier to revise.

    • Sales Apps
      • Configuring forms, columns & tables
      • Configuring security roles & access to records
      • Configuring relationships between records (including deletion properties)
      • Sales Mobile App – security & deployment
      • Forecasting – setting up & configuring
      • Configuring Goals
      • Configuring Opportunities
      • Handling currencies
    • Copilot for Sales
      • Setting up & deploying to users
      • Configuring access
    • Outlook App
      • Deploying & setting up
      • Configuring forms & information
    • Exchange
      • Connecting to mailboxes
      • Configuring folder permissions
      • Configuring multiple domains
    • Product Families & Catalogue
      • Creating & setting up
      • Configuring options
      • Adding items to be used
    • Price Lists
      • Creating & setting up
      • Configuring options, including discounts
      • Using time-restricted price lists
      • Handling currencies
    • Document Management
      • Different document management capabilities
      • Usage of SharePoint in different ways
    • Data Import
      • Usage of Power Query
      • Data manipulation
      • Handling duplicate records
    • SMS
      • Setting up & configuring SMS provider
    • Journeys
      • Different triggers to use based on scenarios & requirements
      • How to trigger journeys
      • How to set up emails to be used within a journey
    • Segments
      • Different types of segments
      • Creating & modifying segments
    • Searching/Filtering
      • Using Advanced Find
      • Setting up/modifying queries to include/exclude records based on conditions
    • Business Process Flows
      • Modifying business process flows
      • Handling conditions within business process flows

    As a Sales exam, it seemed alright. But as mentioned above, the Customer Insights questions just seemed strange to me – I’d expect a consultant to be very technically skilled in Customer Insights, but not in Sales (& vice versa), so I’m not understanding bringing these two sides together.

    I’m going to be quite interested in seeing how the exam is actually launched (as it’s currently in Beta of course). Having chatted with a few others who have taken the exam (whilst obviously respecting the NDA!), they also can’t really understand the landscape. Personally, I think that if it continues like this, Microsoft is going to hear quite a few complaints around it.

    I hope that this is helpful for anyone who’s thinking of taking it – good luck, and please do drop a comment below to let me know how you found it! I’d also be interested in your thoughts/opinions around the direction that Microsoft has taken for this!

    Power Platform Capacity Monitoring

    If I look back at customer engagements over the last few years around Power Platform, whether it was a new capability or an existing capability, there was ONE thing that stood out above all. This was the ability to be able to track capacity usage over time, and to be honest, most organisations weren’t really doing very well at it.

    For those who are unaware, there are actually three different types of capacity present within Power Platform environments. These are:

    • Data
    • File
    • Log

    Each one is used for a specific purpose – broadly speaking, File holds all attachements that are uploaded directly into Dataverse, Log is used for auditing purposes, and Data holds everything else (hence the name)!

    Now this data is shown within the Power Platform Admin Centre, under the ‘Resources/Capacity’ section’. An example of this is:

    There’s also a nice little breakdown of capacity allocation through licenses etc, which essentially shows where the available capacity has come from:

    If we drill down a bit further, we can open up a specific environment, and see not only the overall usage per capacity type, but also which tables are consuming the most amount of data:

    All of this is well & good so far, for someone wanting to take a look at what is currently happening. But this is a manual action – it is possible to manually export the data, but again, this isn’t automated.

    It’s also not possible (at least not at this point in time) to query the underlying records that hold these values. So we’re a little stuck. If an organisation wanted to see historical data usage, and/or predict data trends (such as ‘how much capacity would we need to have in 6 months if we continued our scaling’), there’s no way to do this. At least not automatically – someone would need to store the values down manually, then report on it. A hassle, to say the least.

    Now when it comes to looking overall at Power Platform, the Centre of Excellence Starter Toolkit is really quite amazing. The Microsoft PowerCAT team continue to iterate existing functionality within it, as well as bring new functionality as well.

    At this point in time, however, it doesn’t have any capacity monitoring in it. Well, it sort of does – we can implement notifications to alert us when capacity reaches a certain value. But this doesn’t solve the challenge as laid out above.

    So with this in mind, I set out to create a solution to handle it. I’ve always wanted to create some sort of tool for giving back to the community & helping others, and I saw this as my chance to do so (I’m in awe of the various XrmToolBox tool creators, for the record).

    So, I’m releasing a capacity monitoring tool. I’m using GitHub as the host, and the repo can be accessed at https://github.com/thecrmninja/Power-Platform-Capacity-Monitoring (it was a learning experience as well as how to use GitHub as a source repository, as I’ve not done that before!).

    Model-Driven App:

    Reporting Dashboard:

    This is just the first version – I have various ideas about how to iterate on it, and tweak functionality. Each release will include release notes & important information to be aware of (such as security needing to run it). Also importantly, thanks to the amazing Matt Collins-Jones for reviewing some of my work around this.

    The audience for this tool is aimed at IT/Power Platform admins who are already familiar with the Microsoft CoE toolkit solution, and have appropriate access to it.

    If you find any issues, please raise an appropriate GitHub Issue item, and I’ll look into it. Also, if you have any ideas that you think could be worthwhile, please feel free to suggest them!

    Finally, I’d be interested in hearing how you think this could support you or your organisation – feel free to drop a comment below!

    MB-260: Microsoft Customer Data Platform Specialist

    It’s been a while since I’ve taken an exam. Admittedly, this is for two reason. Firstly, the renewal process for exams now (as updated last year) is not to take it again, but rather to re-qualify through Microsoft Learn. The second reason is that I’ve been waiting for some new exams to come out (OK – there’s the DA-100, which is still on my list of things to do…).

    Well, there’s a new exam on the block. In fact, it’s a different type of exam – this is a ‘Speciality’ exam, rather than focusing on a specific type of application. It’s the first of its kind, though there are likely to be more to follow in the future.

    It’s the MB-260, which is all around Customer Data. That’s right – it’s not about how to do sales, or customer service, or something else. It’s about taking the (holistic) approach to ALL of the data that we can hold on customers, and do something with it.

    The official page for it is at https://docs.microsoft.com/en-us/learn/certifications/exams/mb-260https://docs.microsoft.com/en-us/learn/certifications/exams/mb-260. The specification for it is:

    Candidates for this exam implement solutions that provide insights into customer profiles and that track engagement activities to help improve customer experiences and increase customer retention.

    Candidates should have firsthand experience with Dynamics 365 Customer Insights and one or more additional Dynamics 365 apps, Power Query, Microsoft Dataverse, Common Data Model, and Microsoft Power Platform. They should also have direct experience with practices related to privacy, compliance, consent, security, responsible AI, and data retention policy.

    Candidates need experience with processes related to KPIs, data retention, validation, visualization, preparation, matching, fragmentation, segmentation, and enhancement. They should have a general understanding of Azure Machine Learning, Azure Synapse Analytics, and Azure Data Factory.

    Note that there’s quite a bit of Azure in there – it’s not just about Power Platform, Dataverse, or Dynamics 365. People who handle reporting on customer data should have various Azure skills as well.

    There’s also a new type of badge that will be available:

    At the time of writing, there are no official Microsoft Learning paths available to use to study. I do expect this to change in the near future, and will update this article when they’re out. However the objectives/sub-objectives are available to view from the main exam page, and I’d highly recommend going ahead & taking a good look at these.

    As in my previous exam posts, I’m going to stress that it’s not permitted to share any of the exam questions. This is in the rules/acceptance for taking the exam. I’ve therefore put an overview of the sorts of questions that came up during my exam. (Note: exams are composed from question banks, so there could be many things that weren’t included in my exam, but could be included for someone else! ). I’ve tried to group things together as best as possible for the different subject areas.

    Overall, I had 51 questions, which was towards the higher number of questions that I’ve experienced in my exams over the last year or so. There was only a single case study though.

    Some of the naming conventions weren’t updated to the latest methods, which I would have expected. I still had a few references to ‘entities’ and ‘fields’ come up, though for the most part ‘tables’ and ‘columns’ were used. I guess it’s a matter of time to get everything up to speed with it.

    • Differences between Audience Insights and Engagement Insights
      • What are the benefits of each
      • When would you use each one
      • What types of users will benefit from each type
      • How to create customer insights
    • Environments
      • Types of environments
      • How to create a new environment
      • What options are available when creating an environment
      • What is possible to copy from an existing environment
    • Relationships
      • Different types of relationships
      • What is each one used for
      • Limitations of different relationship types
    • Business level measures vs customer level measures
      • What each one is, and what they’re used for
    • Power Query
      • How to use
      • How to configure
      • How to load data
    • Data mapping
      • Different types available to use
      • Scenarios each type should be used for
      • Limitations of each type
      • How to set it up
    • Segments
      • What are segments, how are they set up, how are they used
        What are quick segments, how are they set up, how are they used
        What are segment overlaps, how are they set up, how are they used
        What are segment differentiators, how are they set up, how are they used
    • Measures
      • What are measures, how are they set up, how are they used
    • Data refresh
      • Automated vs manual options
      • Limitations of each type
      • Availability of each type
      • How to set up each type
      • How to apply each type
    • Data Unification
      • What is this
      • How it can be used
      • How to set it up
      • Limitations of it
      • Process validation
      • Changing existing models
    • AI for Audience Insights
      • What is this
      • What can it be used for
      • How to use it
      • Factors that can affect outcomes
    • Security
      • Using Azure Key Vault
      • Capabilities of this
      • How to set it up
      • How to use it
    • Dynamics 365
      • Capabilities for interacting with Dynamics 365
      • How to set it up
      • How to display data, and where it can be displayed
      • What actions users are able to carry out within Dynamics 365

    Wow. It’s a lot of stuff. It’s definitely an exam that if you’re not already currently hands-on with the skills needed, I’d highly recommend you get a decent amount of experience with it before taking the exam!

    I can’t tell you if I’ve passed it or not…YET!. Results aren’t going to be out for several months, and to be honest, I’m not quite sure how well I’ve actually done.

    So, if you’re aiming to take it – I wish you the very best of luck, and let me know your experience!

    Workaround for sharing Canvas Apps

    Don’t you find it absolutely frustrating when there’s a canvas app that you want to get access to, or give other users access to, but can’t see it? It’s REALLY annoying, but it’s sort of the way that Microsoft has designed the platform (at least at this point in time).

    See, when a user creates a canvas app, only the creator is able to see & launch it. If other users want to get access to it, the creator needs to share it. This can be done by sharing the app directly with another user, or by sharing it with an AAD Security Group (which is sort of best practise).

    Now, of course there’s the Microsoft Power Platform Centre of Excellence solution, which includes a very handy app to assign permissions for canvas apps. After all, if a user is on holiday, sick leave, or has left the company, there needs to be some way of assigning permissions for other users to gain access to it. It’s really helpful, but of course needs the CoE solution installed.

    Let’s think of another scenario. What about if we have some canvas apps as part of a solution, that’s deployed through (proper) ALM – such as using Azure DevOps with automated pipelines. Best practise for this is to use service principals (ie non-interactive user logins). This is great, but then the canvas app/s will be owned by this user. So without the use of the CoE ‘Set App Permissions’ canvas app, we’re sort of stuck, as we can’t gain access to the app.

    Or can we…..?

    So this is a scenario that I’ve been dealing with recently, and I’ve found a really cool workaround that doesn’t need the CoE ‘Set App Permissions’ canvas app to be able to handle the situation.

    The example below (amusingly, in my opinion) is actually using the Microsoft CoE solution as an example, but this works with any canvas apps that are held within a solution (against, this heavily supports using solutions for ALL development items!).

    So, this is what the actual installed apps look like in this environment:

    As we can see, there are a lot of them! But what happens if I’m logged in as my regular user? What do I see if I go to the list of apps? Well, I’ll see the following:

    Now, as we can see, I’m able to see the model-driven app (as these aren’t hidden at all). But I’m not able to see ANY of the canvas app! So how can I get access to it, or share it with other users?

    Well, if I take a look at the solution itself, I can see the following when browsing to the list of apps (I’m really loving the new Solution Explorer layout, I’ll freely admit!):

    I can try to play the canvas app (in this case, the ‘Set App Permissions’ app) directly from the solution. But when I try to do this, I’ll get the following error message:

    Now, this is of course happening because I’m not the owner of the app, & the app hasn’t been shared with me at all. So really I was expecting this error to happen.

    However, if I take a look at the menu options displayed for me, I can see that the ‘Share’ option isn’t greyed out. I wonder what happens if I click it…

    Now this is EXCITING! When clicking the ‘Share’ option on the menu, I’m given the regular sharing screen, where I’m able to set app permissions. So it looks like I’m able to do something here. OK – let’s go ahead & try to share the app with my own user:

    So I’ve looked up my own user, and then clicked ‘Share’. This is what happens next…

    Exciting moment – will this work?

    Waiting with bated breath, and then…

    It’s worked! The app sharing has been successful with my user.

    Note: The example that I’m using here is with my own user account. However it doesn’t need to be – I can select any user account or AAD Security Group, and share accordingly.

    Going to my list of apps, I can now see that the app is showing up for me:

    Clicking the app to launch it presents me with the permissions dialogue, and having confirmed permissions, then launches it properly:

    So this is indeed a way in which it’s possible to share canvas apps with users and/or AAD security groups, even when a user isn’t the owner of the canvas app.

    It is important to note that the user carrying this out does need to have one of the following permissions in the environment:

    • System Customiser
    • System Administrator

    Without having one of these roles, it’s not going to be possible to carry out the above (mostly because it’s not possible to see solutions & dig down into them).

    This is a handy little trick that hopefully will help clear up one of the headaches when trying to share canvas apps! Of course it’s possible to use the Microsoft CoE tool to set app permissions, but if a customer doesn’t have it installed, then this would be another way to approach things.

    Have you ever had this issue? How did you go about solving it? I’d love to hear – please drop a comment below…

    Omnichannel vs Customer Service Workspace

    This is a question that I’m being asked on a semi-regular basis at the moment, so I thought it would be helpful to do a writeup around things. It’s definitely not clear from the outset based on existing documentation. However, being able to speak to wonderful people such as Tricia Sinclair has been amazing in being able to figure out the differences between the two applications.

    So, where to start. Well, let’s first of all understand the similarities between the two applications.

    Firstly, they are both multi-session apps. To put this in context (as mentioned elsewhere previously) – traditionally Dynamics 365 applications have been ‘single session’ applications. This means that users would navigate around, open/close records, create or edit as necessary. If users wanted to have multiple records open, they’d need to have multiple tabs open, or even multiple windows (yes, I still remember the days before browsers had tab functionality!).

    What multi-session means in this context is that users are able to open up multiple records, and switch between them in the same tab. Open records pop into the left-hand navigation bar, and users can easily click between them. Not only that – users are also able to open further tabs within the same record pane, to access further information. These stay open whilst users switch to other records, which is really quite helpful!

    So for example, a user could open a case record, then open the contact associated to the case, as well as the account related to the case. They could then further open the knowledge base to search for articles, and so on and so forth. All of these stay open.

    Both apps are also web applications – they run in a browser, rather than needing to have a specific software application installed for them (unlike Unified Service Desk).

    So, where do they actually differ? Well, this was a bit difficult for me to understand in the first instance, though that turned out to be because I had both Customer Service Workspace as well as Omnichannel configured within the same environment! Turns out that this wasn’t the best approach to take to compare the two, & understand their capabilities. Easily fixed though with quickly spinning up a new trial to install one in.

    So with knowing how Omnichannel works (after all, I’ve written quite extensively around it), let’s take a look at the Customer Service Workspace app:

    Customer Service workspace overview
    1. The session pane lists all the sessions that you are actively working on. Select the tabs to navigate among sessions.
    2. The Home session returns you to the Customer Service Agent Dashboard view.
    3. Each session has a tab in the session panel. Select a tab to navigate to the session you want to work on.
    4. Select a case to open a new session. A single click on a case replaces your view with the case form. Select the back arrow in the upper-left corner of the form to get back to your previous view.
    5. Select the tabs to navigate to your open activities, cases, forms and views.
    6. Select the + icon to expand the menu to view a list of forms, views, and activities. Select the one you want to open in a new tab.
    7. Select the drop-down selector to filter cases in queues you can choose to work on.
    8. Select Shift + mouse click to open a new session for an activity. A single click replaces your view with the activity form. Select the back arrow in the upper-left corner of the form to go back to your previous vie

    Now, without Omnichannel installed in the same environment (& obviously licensed for users), it’s not possible to have native Dynamics 365 channels such as Chat, WhatsApp, etc. Conversations will not appear for customer service agents who are using the Customer Service Workspace.

    Note: If you DO have Omnichannel installed in the same environment, and users are licensed to use it, then conversations will show up within the Customer Service Workspace app for them. They’ll have notifications pop up on the screen for incoming customer sessions.

    That’s not to say that it’s not possible to have channels available within Customer Service Workspace. So how do they actually come in?

    Well, as it turns out, channels within Customer Service Workspace need to be third party channels. There are a plethora of 3rd party add-ons for Dynamics 365, that offer different communication capabilities. Some of these do date back a while (to before any native Microsoft capabilities).

    For example, there are ISV add-ons for Customer Service that can embed a call dialler into the experience, so that customer service agents can call directly from a record. Or alternatively an add-on such as a 3rd party web chat application, that can then surface these within the Customer Service Workspace. Each of these obviously would need to be purchased, licensed & integrated appropriately with your Dynamics 365 solution as necessary too.

    Now both applications also have other similar functionality, such as the Productivity Pane, Agent Scripts, Smart Assist & Knowledge Search. However there can be differences between them. For more information, I’d suggest taking a look at Tricia’s blog article that goes into depth on this.

    So to summarise, Omnichannel is for the native Microsoft channels, giving customer service agents the ability to service customers using them. Licensing (currently) is with Customer Service Enterprise, and then either the Digital Chat or Digital Messaging add-on SKU’s.

    Customer Service Workspace, on the other hand, allows customer service agents to be able to have a multi-session application for their work, as well as allowing communications through third-party channels. Licensing is as per the different Customer Service SKU’s, with any 3rd party add-on being licensed appropriately.

    Hopefully this helps clarify the different between these two, and make them less confusing. If you have any further questions around this, please drop a comment below, and I’ll do my best to respond!

    Canvas Apps & Power Automates

    So it’s been a busy few weeks here, which is why I haven’t really been putting up any articles. March/April is always a busy time for our family with stuff going on, and this year I decided not to push myself to get articles out, as otherwise I’d be running very low on sleep!

    That being said, I’ve still had some great ideas about things that I’d like to share, and have been keeping a series of short notes for me to pick up. Today’s topic is one of them, which I think has been a major pain to anyone involved in canvas app development!

    So, the back story to this is that we’re able to use Power Automate flows together with canvas apps. What I mean by this is that we’re able to directly trigger them from within the canvas app, rather than needing to do something like edit or create a record, and then have the Power Automate flow trigger from the record creation or modification.

    There’s a specific Power Apps trigger that’s available within Power Automate exactly for this purpose:

    When clicked, it gives us the trigger line in the steps as follows:

    So what we’d do is within the canvas app, we would bind a button (or another control) that when selected, it would then go away & trigger the Power Automate flow. Great – so many different things that we can get to happen! One of the benefits of doing things like this is that we can then pass information from the Power Automate flow back to the canvas app directly:

    This can then mean that the user can know, within the canvas app itself, that the Power Automate flow has run, and use data (or other things) that have come out of it.

    OK – all good so far.

    The main issue to date has been with deploying canvas apps together with Power Automate flows. See, as per best practise, we would create a solution, place the canvas app, flows, and anything else that’s necessary for it to work within it, and then deploy the solution to our target environment/s. And that’s where things just…didn’t go quite right.

    Obviously within the development environment, the canvas app would be hooked up to the flows, and everything would work. Clicking the button would cause the flow to run, etc. User authentication would be in place (along with licenses of course!), and it was just fine.

    But when deploying a solution containing canvas apps and associated flows between environments (regardless of whether it’s been manually deploying, or automated using a tool such as Azure DevOps), the connections to the flows would be broken. Ie, the canvas app would run, but the flows wouldn’t trigger. Looking at the connections in the canvas app within Studio would show something like the following:

    All of the connections to Power Automate flows would show as ‘Not connected’. It’s not even possible to click the ellipse next to them and re-connect them – the only option available is to remove it from the canvas app!

    So in order to get things working again, we’d need to do the following steps:

    • Open up the canvas app
    • Remove all connections to Power Automate flows
    • Add a temporary button, set it to be a Power Automate trigger
    • Click through all of the Power Automates needing to be connected (waiting for each one to connect, then go to the next one)
    • Remove the temporary button
    • Save and publish the solution

    This, in a nutshell, has been a (major) headache. For example, I’ve been working with a solution that has over 30 Power Automate flows that can be triggered from the canvas app (lots of different functionality!). Each deployment has needed the above process to be carried out, which has usually added on at least an hour to the deployment process!

    Now, this hasn’t been something that’s been unknown. In fact, the official Microsoft documentation noted the following:

    So this is something that Microsoft has been well aware of, but it’s been a pain point that we’ve had to work with.

    However, this has now ALL changed, which I (and MANY others) are really pleased about!

    Microsoft has rolled out an update last month that means that canvas app connections to Power Automate flows will NOT break when they’re deployed across environments! This is such a massive time-saver, that I’m now trying to work out what to do with all of my free time! Only kidding…more project work will commence!

    So what we can now do is take our solution, deploy it across the different environment/s that we need to get it out to (whether manually, or automated using tools such as Azure DevOps), publish the solution, and then everything works! Amazing!!

    One small caveat though – to ensure that this work, you will need to go into the app, and re-publish it on the latest Power Apps version. This should of course be done in a development environment, and then can be exported and deployed as required.

    Microsoft have also updated their documentation at https://docs.microsoft.com/en-us/powerapps/maker/data-platform/solutions-overview to remove the limitation text shown above. It’s a good place to keep an eye on changes that occur over time too.

    This is definitely a welcome piece of development, and I know that we’ve been eagerly waiting for this for a while, and now it’s here!