
How to scale your AI use cases: A checklist
The business case for AI is realized when the application is scaled, not in the use cases of the pilot phase. Use the checklist below at the outset to ensure the transition...

by Albrecht Enders, Ajay K. Kohli, Andreas König, Arnaud Chevallier Published February 25, 2025 in Brain Circuits • 3 min read
Strategic decisions require making choices across multiple domains that are self-reinforcing or compatible. Begin by identifying interrelated domains of choice. Here are five key ones:
Identify potential options within each domain of choice without judging whether one is better than another. Central to option-creation is to separate it from the evaluation stage (see below) – otherwise you risk closing off your search prematurely. With regard to a specific product, you might consider options such as:
Strategic choices seldom involve maximizing a single criterion, such as product quality or profitability. Ask yourself the following questions to identify where value resides:
Ultimately, strategic decision-making boils down to trade-offs. What are you willing to let go of that you value because it enables you to get something you value even more? Such decisions are even harder with stakeholders with different preferences. A simple decision matrix can help; particularly for those domains of choice most contested among stakeholders. Here’s how:
The Strategy Stack enables you to conduct holistic analyses of external environments, assess internal strengths and weaknesses, and take a fresh look at target markets, value propositions, organizational arrangements, and partnerships to build competitive advantage.

Professor of Innovation and Strategy at IMD
Albrecht Enders is Professor of Strategy and Innovation at IMD and co-director of the Transition of Business Leadership program, and the Complex Problem Solving. His major research, teaching, and consulting interests are in the areas of managing discontinuous change and top-team strategy development processes. Before joining IMD, Professor Enders spent three years as a consultant with The Boston Consulting Group in Cologne where he worked on projects in the areas of financial services, energy, and industrial goods.

Regents Professor (Marketing) at the Scheller College of Business, Georgia Institute of Technology
Ajay Kohli is the Gary T. and Elizabeth R. Jones Chair and Regents Professor (Marketing) at the Scheller College of Business, Georgia Institute of Technology. His research focuses on customer-centricity, sales management, B2B marketing, and brand management. Kohli has served as Editor-in-Chief of the Journal of Marketing, the premier broad-based academic journal in marketing. He is currently Associate Editor of the Journal of Marketing and Area Editor of the International Journal of Research in Marketing.

Professor of Strategic Management, Innovation, and Entrepreneurship at the University of Passau
Andreas König is Professor of Strategic Management, Innovation, and Entrepreneurship at the University of Passau. He is also a Visiting Professor at Free University Amsterdam and a member of the visiting faculties at the Leipzig Graduate School of Management, ESMT Berlin, and the Vienna University of Economics and Business. His research has been published in leading journals, including Administrative Science Quarterly, Academy of Management Review, and Academy of Management Journal.

Professor of Strategy at IMD
Arnaud Chevallier is Professor of Strategy at IMD, Director of the Global Management Foundations program, and Co-Director of the Complex Problem Solving program. His research, teaching, and consulting on strategic thinking bridges disciplines to provide concrete tools to improve decision making and corporate problem solving. He has written two books: Strategic Thinking in Complex Problem Solving and Solvable: A Simple Solution to Complex Problems, co-authored with Albrecht Enders.

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