Blog

Maximilian Kenfenheuer

Manager @ BearingPoint

Featured

#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 #AIAdoption

Twice as Fast, Higher Usage: What the New Copilot App Changes

Wednesday, September 2, 2026 · Maximilian Kenfenheuer

#Microsoft365Copilot #MicrosoftAI #Copilot #AIAdoption #EnterpriseAI

The redesigned Copilot app loads more than twice as fast, and complex chat prompts respond 10 % faster. After the rollout of the new in-app experiences, Microsoft reports higher usage: 27 % in Word, 33 % in Excel, 43 % in PowerPoint and 30 % in Outlook. The prompt line turns into a task-aware workspace, and the output itself becomes part of the interface. In this article, I explain why experience design influences Copilot adoption as much as the model and what organizations should derive from it.

Copilot Design and Adoption: Habits Instead of Occasional Visits

Sunday, August 9, 2026 · Maximilian Kenfenheuer

#Microsoft365Copilot #MicrosoftAI #AIAdoption #FutureOfWork #EnterpriseAI

Many organizations no longer ask whether Microsoft 365 Copilot can do useful things. They ask whether employees use it often and easily enough for it to become part of normal work. Microsoft's redesign of May 28 addresses this question. Fewer clicks and less context switching turn Copilot from a separate destination into a capability close at hand. In this article, I explain why experience design now belongs to enterprise AI readiness and which questions leaders should ask.