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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.

Latest posts

Work IQ: An Intelligence Layer That Understands How Work Gets Done

Sunday, July 26, 2026 · Maximilian Kenfenheuer

#Microsoft365Copilot #MicrosoftAI #CopilotStudio #EnterpriseAI #AITransformation

With the June updates, Microsoft introduced Work IQ as a named intelligence layer for Microsoft 365 and exposes it through APIs. Billing runs via Copilot Credits, without a separate license. Work IQ aims to show agents who is involved in a task, which files and meetings matter and which decisions are still open. Custom agents, partner solutions and Copilot Studio can use the same layer. In this article, I explain why this work-aware layer may become harder to replace than any single model or assistant.

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.

In-Chat App Execution: Shortening the Path from Answer to Action

Sunday, July 26, 2026 · Maximilian Kenfenheuer

#Microsoft365Copilot #AI #EnterpriseAI #Microsoft #Copilot #DigitalTransformation

AI now produces answers quickly. Finishing the actual work still means leaving the chat, opening another application and rebuilding context. Microsoft's April update for Microsoft 365 Copilot targets this gap. Agents connected to Adobe Express, Figma, Miro, monday.com, Box or Dynamics now appear directly in the Copilot conversation. Users can act there instead of switching tabs. In this article, I explain why this orchestration layer may matter more to enterprises than further gains in answer quality, and which governance questions IT has to settle first.

How Microsoft 365 Copilot can boost your organization’s productivity

Wednesday, March 6, 2024 · Maximilian Kenfenheuer

#Microsoft 365 #Copilot #MicrosoftCopilot #GenerativeAI #AIChallenges #productivity

In today's world, organizations need to be agile, innovative, and efficient to succeed in their markets and achieve their goals. However, many organizations face challenges such as information overload, skill gaps, and time constraints that hinder their productivity and performance. How can organizations overcome these challenges and empower their users to work smarter and faster?

Microsoft 365 Copilot: A Closer Look at Maturity and Features

Friday, February 16, 2024 · Maximilian Kenfenheuer

#MicrosoftCopilot #Copilot #microsoft #Microsoft 365 #Outlook #Teams #Excel #PowerPoint #Maturity

Microsoft 365 Copilot, the AI-powered productivity tool, has been making waves across Office applications. Let’s delve into its current maturity and features in Teams, Outlook, Excel, and PowerPoint.