
What does a good AI use case look like?Â
With AI fever in overdrive, everyone is searching for winning AI use cases. However, the process feels like solving a giant jigsaw puzzle without a picture on the box to guide you....

by Michael R. Wade, Didier Bonnet, Tomoko Yokoi, Nikolaus Obwegeser Published October 8, 2025 in Brain Circuits • 4 min read
Â
Â
For a truly company-wide digital transformation, the CDO should be anchored in the top management team, ideally reporting directly to the CEO.
A CDO without a proper budget has a limited chance of success, requiring them to make a business case for every initiative they want to undertake. You must equip them with a digital ‘war chest’ to ensure buy-in across the firm.
The CDO role needs to be positioned within existing structures and established roles. Digital transformation requires the involvement and buy-in of people across the organization. A successful CDO requires a clear mandate supported by the CEO and accepted by all other executives.
Your CDO must be given end-to-end responsibility to carry out projects from inception to roll-out, so they can demonstrate their ability to produce results without having to ask everyone else for permission.
Â
Â
Ensure that the senior leadership team has formulated clear expectations and goals for the CDO role. What does success look like?
Take inspiration from successful CDOs in similar companies to understand what helped them to achieve their goals and how their role was defined.
Define common goals and collaboration processes, so that the CDO is embedded in the information flow and functioning of the whole organization and not an outlier – and be open and transparent about shifting responsibilities.
The more important the digital transformation is for your organization, the higher the CDO role should be anchored within the management hierarchy. Align authority, funding, and decision rights with senior leadership’s expectations so that the CDO truly can do what they should do.
Â
Hacking Digital: Best practices to implement and accelerate your business transformation 
AI digital transformation: Reshaping organizations, work, and our global future 
21 digital transformation strategies for success in 2025
The Value of Digital Transformation
All views expressed herein are those of the authors and have been specifically developed and published in accordance with the principles of academic freedom. As such, such views are not necessarily held or endorsed by TONOMUS or its affiliates.

TONOMUS Professor of Strategy and Digital
Michael R Wade is TONOMUS Professor of Strategy and Digital at IMD and Director of the TONOMUS Global Center for Digital and AI Transformation. He directs a number of open programs such as Leading Digital and AI Transformation, Digital Transformation for Boards, Leading Digital Execution, Digital Transformation Sprint, Digital Transformation in Practice, Business Creativity and Innovation Sprint. He has written 10 books, hundreds of articles, and hosted popular management podcasts including Mike & Amit Talk Tech. In 2021, he was inducted into the Swiss Digital Shapers Hall of Fame.

Professor of Strategy and Digital Transformation
Didier Bonnet is Professor of Strategy and Digital Transformation at IMD and program co-director for Digital Transformation in Practice (DTIP). He also teaches strategy and digital transformation in several open programs such as Leading Digital Business Transformation (LDBT), Digital Execution (DE) and Digital Transformation for Boards (DTB). He has more than 30 years’ experience in strategy development and business transformation for a range of global clients.

Researcher, TONOMUS Global Center for Digital and AI Transformation
Tomoko Yokoi is an IMD researcher and senior business executive with expertise in digital business transformations, women in tech, and digital innovation. With 20 years of experience in B2B and B2C industries, her insights are regularly published in outlets such as Forbes and MIT Sloan Management Review.

Professor and Director at the Institute for Information Systems and Digital Transformation
Nikolaus Obwegeser is a professor and Director of the Institute for Digital Technology Management at Bern University of Applied Sciences and an expert in digital business transformation and innovation. His articles have been published in MIT Sloan Management Review, Technovation, and the Journal of Product Innovation Management. Prior to joining IMD, he was an associate professor of information systems at Aarhus University in Denmark. He provides advisory and consulting services for public and private organizations.

7 hours ago • by Didier Bonnet, Achim Plueckebaum in AI
With AI fever in overdrive, everyone is searching for winning AI use cases. However, the process feels like solving a giant jigsaw puzzle without a picture on the box to guide you....

October 14, 2025 • by Michael R. Wade, Didier Bonnet, Tomoko Yokoi, Nikolaus Obwegeser in AI
Working in silos is one of the biggest obstacles to digital success. The key to real digital transformation is to align the various business units in the organization. Here’s how to avoid...

October 9, 2025 • by Michael R. Wade, Didier Bonnet, Tomoko Yokoi, Nikolaus Obwegeser in AI
Learning new digital tools, technologies, and business models presents both short-term and longer-term challenges. Here’s a quick guide to the essentials of getting your people up to speed and beyond....

October 1, 2025 • by Howard H. Yu in AI
AI’s transformative potential requires more than technical readiness – it demands workforce readiness. Consult the checklist to gauge whether your employees are learning by doing, and follow the three steps to begin...
Explore first person business intelligence from top minds curated for a global executive audience