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Maximilian Kenfenheuer

Manager @ BearingPoint

Maximilian Kenfenheuer

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Why Domain Exclusion Matters More Than It First Appears in Microsoft 365 Copilot

Up to 1,000 domains can now be excluded from Microsoft 365 Copilot web grounding. That may sound like a small admin setting. I think it is a meaningful signal about where enterprise AI is going. As Copilot becomes more embedded in day-to-day work, the strategic issue is not only how much context AI can access. It is how precisely organizations can shape 𝑤ℎ𝑖𝑐ℎ 𝑒𝑥𝑡𝑒𝑟𝑛𝑎𝑙 𝑐𝑜𝑛𝑡𝑒𝑥𝑡 is allowed to influence responses. What stands out here is the governance implication. Domain exclusion gives admins a way to reduce unwanted or low-trust web sources in grounded answers, which matters for reliability, compliance, and confidence at scale. It also reinforces a broader point: enterprise AI adoption depends not just on capability, but on controllability. In the article, I explore why this kind of policy control matters for Microsoft AI solutions—and why the next differentiator may be the ability to tune AI systems with more precision, not simply make them more powerful. Will enterprise trust in AI be driven more by broader access to information, or by tighter control over what the system is allowed to use?

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Why Work IQ Could Become One of Microsoft’s Most Strategic AI Advantages

June 2 may turn out to be one of the more important dates in Microsoft’s enterprise AI roadmap. That is when Microsoft introduced Work IQ APIs—opening up the intelligence layer behind Microsoft 365 Copilot so agents and applications can reason over work context, not just retrieve isolated data. What stands out to me is the architectural implication. If Work IQ becomes the shared context layer across Microsoft 365, then the competitive advantage is no longer only the assistant interface. It is the ability to give agents secure, permission-aware understanding of how work actually happens across files, meetings, chats, mail, sites, and business systems. In the article, I explore why that matters strategically for Microsoft AI solutions: • Work IQ as infrastructure, not just a feature • why semantic context may matter more than another model upgrade • how governance and user-scoped access shape enterprise trust • why this could accelerate a new generation of Microsoft-based agents The next phase of enterprise AI may be defined less by who has a chatbot—and more by who has the best intelligence layer behind it. Do you think the bigger differentiator will be better models, or better organizational context?

Why Microsoft’s App-Native AI in Word, Excel, and PowerPoint Matters

Word, Excel, and PowerPoint are no longer just places where AI helps you draft faster. They are becoming places where AI can 𝑤𝑜𝑟𝑘 𝑤𝑖𝑡ℎ 𝑦𝑜𝑢 𝑖𝑛𝑠𝑖𝑑𝑒 𝑡ℎ𝑒 𝑑𝑜𝑐𝑢𝑚𝑒𝑛𝑡 𝑖𝑡𝑠𝑒𝑙𝑓. That shift matters more than it may first appear. What stands out in Microsoft’s rollout of agentic capabilities across its core productivity apps is the move from generic assistance toward application-native execution: restructuring content in Word, analyzing and reasoning over data in Excel, and building presentations in PowerPoint with deeper in-app context. To me, this is one of the clearest signals yet of where Microsoft’s AI strategy is heading. The value is not only in having Copilot available across Microsoft 365. It is in embedding specialized AI behavior directly into the environments where work is already being done. In the article, I explore why that matters strategically—and why the next enterprise advantage may come from AI that understands the grammar of each application, not just the user’s prompt. Which will create more value in practice: one general assistant everywhere, or app-specific AI that can operate natively inside the tools people already trust?

Posts tagged #ResponsibleAI

Why Domain Exclusion Matters More Than It First Appears in Microsoft 365 Copilot

#Microsoft365Copilot #MicrosoftAI #AIGovernance #EnterpriseAI #Copilot #ResponsibleAI

Up to 1,000 domains can now be excluded from Microsoft 365 Copilot web grounding. That may sound like a small admin setting. I think it is a meaningful signal about where enterprise AI is going. As Copilot becomes more embedded in day-to-day work, the strategic issue is not only how much context AI can access. It is how precisely organizations can shape 𝑤ℎ𝑖𝑐ℎ 𝑒𝑥𝑡𝑒𝑟𝑛𝑎𝑙 𝑐𝑜𝑛𝑡𝑒𝑥𝑡 is allowed to influence responses. What stands out here is the governance implication. Domain exclusion gives admins a way to reduce unwanted or low-trust web sources in grounded answers, which matters for reliability, compliance, and confidence at scale. It also reinforces a broader point: enterprise AI adoption depends not just on capability, but on controllability. In the article, I explore why this kind of policy control matters for Microsoft AI solutions—and why the next differentiator may be the ability to tune AI systems with more precision, not simply make them more powerful. Will enterprise trust in AI be driven more by broader access to information, or by tighter control over what the system is allowed to use?