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    Copilot & AI

    Microsoft Copilot readiness, governance and measurable return.

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    Two nested boxes: an outer box for what a user can already reach, decided by permissions, and a smaller inner box for what Copilot may process, narrowed by labels, DLP and the EXTRACT right, showing Purview shrinks only the inner box
    Copilot & AI

    Purview and Copilot: what it can actually stop

    September 14, 2026 Manish Kumar No comments yet

    Purview and Copilot are sold together, but Purview never changes what a user can reach. It only narrows what Copilot processes, and it has blind spots.

    Chart contrasting the cost of one grounded multi-step Copilot Studio turn: zero credits for a Microsoft 365 Copilot licensed user, and 17 credits for an unlicensed user, made up of 2 for the generative answer, 5 for the agent action and 10 for tenant graph grounding.
    Copilot & AI

    Copilot Studio licensing: who is talking decides the bill

    August 17, 2026 Manish Kumar No comments yet

    Copilot Studio licensing turns on one question: who is talking to the agent. The same turn costs nothing or twelve credits, and enforcement disables it.

    Microsoft 365 E7 at 99 dollars against its components bought separately at 117 dollars, a saving of 18
    Copilot & AI

    Microsoft 365 E7, or just add Copilot to what you already own?

    August 11, 2026 Manish Kumar No comments yet

    Microsoft 365 E7 bundles Copilot in. But the list of plans that can add Copilot is far wider than most people assume, and an upgrade is often unnecessary.

    The three stages of a Copilot readiness assessment, with nine in ten tenants failing at least one
    Copilot & AI

    What a Copilot readiness assessment checks, and why most tenants fail it

    August 7, 2026 Manish Kumar No comments yet

    A Copilot readiness assessment checks three things: licence and tenant blockers, oversharing exposure, and network readiness. What each one actually finds.

    Forty Copilot licence seats with only fourteen shown as in regular use
    Copilot & AI

    Why 74% of enterprises cannot show a return on Copilot, and what the other 26% did first

    July 31, 2026 Manish Kumar No comments yet

    The first question we get about Copilot is almost always about speed. How fast can we buy and deploy 500 licences across the team. How much time will this save per employee, and when do we see the return. Can you run a session showing everyone how to write prompts. They are fair questions. In […]

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    Recent posts

    • Two panels comparing an AX 2012 upgrade: carries across the database upgraded in place with full transactional history and configuration and master data, rebuilt covers overlayered code as extensions, integrations against new patterns and operations on a shared model, with a note that upgrade runs only from R2 or R3 and not from virtual companies or data partitions
      AX 2012 to Dynamics 365: what upgrades and what gets rebuilt
    • Horizontal bar showing where the first-year budget goes on a 50 to 150 user finance and operations implementation: licences 10 to 15 percent, services, data, integration and change 85 to 90 percent
      Finance and operations implementation: what it really costs
    • Three stacked layers showing where access is decided in Microsoft Fabric: a dashed domain box that labels and delegates but controls no access, a solid workspace layer where roles decide who gets in, and an item and data layer covering permissions and row and column security
      Fabric governance: domains do not control access

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    Azure analytics Azure Databricks Azure Data Factory Azure VMware Solution Microsoft Fabric Microsoft Purview Power BI
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