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Maximilian Kenfenheuer

Manager · Microsoft 365 & AI Transformation @ BearingPoint

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#Microsoft365Copilot #MicrosoftAI #Copilot #AITransformation #FutureOfWork

Measuring Completed Work: Baselines, Assisted Hours and Business Outcomes

Thursday, September 10, 2026 · Maximilian Kenfenheuer

A team can generate thousands of prompts without improving a single core process. Another uses AI rarely but saves hours in contract review. Microsoft increasingly measures Copilot value by completed work and assisted hours instead of activity. Its internal guidance recommends baselines for painful processes before the rollout. In this article, I describe a three-layer measurement model of adoption signals, time and effort indicators and business outcomes, and explain why role-based deployment makes value measurable.

Power BI Grounding: Copilot Reasons Over Semantic Models

Wednesday, September 9, 2026 · Maximilian Kenfenheuer

Since the August 2026 update, Microsoft 365 Copilot reasons over Power BI reports and semantic models in Chat and Cowork. Copilot thus works with governed business definitions: how revenue is defined, how margin is calculated, which KPIs leadership uses and who may see which numbers. At the same time, a poorly defined KPI now spreads faster. In this article, I explain why semantic models become the foundation for trustworthy AI answers and how organizations can prepare their analytics layer.

From Draft to Deliverable: Agentic Copilot in the Core Apps

Saturday, September 5, 2026 · Maximilian Kenfenheuer

On April 22, Microsoft made agentic capabilities in Word, Excel and PowerPoint generally available and brought business apps into Copilot via agents. AI moves to where proposals are written, financial models built and board decks assembled. At the same time, human judgment gains weight: a polished deck is not automatically a sound strategy, and a well-structured spreadsheet is not automatically a correct model. In this article, I explain what changes when AI participates in the work and which five readiness questions organizations should answer.

Posts tagged #AI

Adobe, Figma, monday.com in Copilot: Fewer Handoffs Between Tools

Monday, August 3, 2026 · Maximilian Kenfenheuer

#Microsoft365Copilot #MicrosoftAI #AI #Copilot #EnterpriseAI

Since April, apps such as Adobe Express, Figma, Miro, monday.com, Box and Dynamics 365 can appear as interactive experiences directly inside Microsoft 365 Copilot. Users act in the conversation instead of switching to the next tool. The change is unspectacular, but it removes a daily source of friction: the step between knowing what to do and doing it. In this article, I look at the practical side of in-chat apps, what they mean for Microsoft's platform position and why governance through the admin center decides whether the model scales.

Copilot Cowork: Delegating Multi-Step Work in Microsoft 365

Tuesday, July 28, 2026 · Maximilian Kenfenheuer

#Microsoft365 #Copilot #AI #EnterpriseAI #Microsoft

The first phase of enterprise AI was session-based: the user asks, the system answers, and the user carries the work forward. Copilot Cowork takes over multi-step work. It builds a plan from a desired outcome, uses email, meetings, files and data from Microsoft 365, works in the background and asks for approval at checkpoints. Admins control billing, plugins, browser use and audit logs. In this article, I explain why this execution layer changes how organizations should measure AI value.

Copilot Search: Finding Context Before Acting on It

Monday, July 27, 2026 · Maximilian Kenfenheuer

#Microsoft365 #Copilot #AI #EnterpriseAI #MicrosoftAI

Before employees write, analyze or decide, they usually search: for the current deck, the right spreadsheet or the meeting in which a decision fell. Copilot Search answers natural-language questions across Microsoft 365 and connected systems such as ServiceNow, Google Drive, Confluence and Jira. It hands over to Copilot Chat for deeper work, and admins can curate answers for acronyms, bookmarks and people. In this article, I explain why search may drive Copilot adoption more than the next model upgrade.

Chat, Context, Tools, Workspaces: The Four Domains of the Work IQ APIs

Sunday, July 26, 2026 · Maximilian Kenfenheuer

#Microsoft365Copilot #MicrosoftAI #AI #EnterpriseAI #CopilotStudio

The new Work IQ APIs look like a developer release. In practice, they show how Microsoft wants to scale enterprise agents: with a runtime that supplies context, tools and persistent state inside the Microsoft 365 tenant. The API surface covers four domains: Chat, Context, Tools and Workspaces. Billing runs on Copilot Credits with spending limits for admins. In this article, I walk through the four domains and explain what they mean for developers, partners and IT leaders.

Copilot Notebooks: Scoped Context for Project Work

Sunday, July 26, 2026 · Maximilian Kenfenheuer

#Microsoft365Copilot #CopilotNotebooks #AI #EnterpriseAI #MicrosoftAI

Weak AI results in enterprises often come from weak context, not from weak models. Project material sits in decks, spreadsheets, PDFs, meeting notes and whiteboard photos. Microsoft now makes Copilot Notebooks available to Copilot Chat users as well. A notebook collects selected references, and Copilot answers only from these sources. With Capture, notes from workshops or voice memos also end up in the notebook. In this article, I explain why this scoped project workspace may shape enterprise AI adoption more than the next model release.