AI Strategies: From Analytics to Agents

AI is accelerating change across every aspect of business, fundamentally reshaping how companies compete and operate. Yet most organizations remain stuck in pilots, struggling to separate hype from genuine opportunity. Leaders face difficult questions: Where can AI create competitive advantage? What capabilities do we truly need? How do we scale beyond experimentation? And how do we bring our people along?

This hands-on program gives you a clear, structured framework for AI transformation – from experimentation to enterprise-level impact – and enables you to build your strategy step by step. It focuses on Enterprise AI: building systematic capabilities that scale across your organization with stability, safety, and measurable results. Grounded in real cases, it shows how leading organizations integrate data, models, analytics, IT, and people into an AI factory – a repeatable system that delivers value consistently and at scale.

You’ll explore how AI drives business value, how analytics evolve from descriptive to predictive to prescriptive, and what it takes to shift from isolated initiatives to systematic capabilities. You’ll discover three strategies for capturing value and a practical framework for determining where autonomous AI is appropriate and where human judgment must remain central.

Throughout the learning journey, you’ll be guided step by step by an AI-powered advisor that adapts to your role, industry, and organizational context. It will help you apply concepts to your work situation and guide you through developing a practical roadmap tailored to your reality and ready for you to implement immediately. Purpose-built learning features accelerate your progress: AI-generated podcasts distill key concepts for learning on the go, and regular assessments and nudges keep you on track. Discover the program content.

You can take this program as a stand-alone experience or as part of the IMD Online Executive Certificate .

Start with customer problems, not technology. Use a diagnostic approach to identify where AI creates real customer value and competitive advantage, applying three distinct strategies beyond efficiency gains.

Apply a practical framework to evaluate your data, AI models, and analytics – what you have, what’s missing, how the pieces connect to create value, and where to partner instead of building everything.

Use clear criteria to decide when AI should recommend, when it should act with approval, and when it can operate autonomously, matching autonomy to business stakes.

Learn what it takes to build an AI factory and scale AI systematically: how to organize teams, develop talent, reshape roles, and bring your people along the transformation journey.

Work with AI-guided exercises to develop your actual transformation roadmap – the problems you’re solving, the capabilities you need, and how you’ll capture value.

A team from the same company that enrolls together to the same online program benefits from a special rate (every 10th participant joins the program for free). We can also work with you to customize learning objectives to your team’s goals, enabling you to develop a common approach to your specific organizational challenges. Contact us to explore the best solution for you.

This program is part of our broader portfolio of AI & digital programs for executives , designed to build the skills and fluency to lead AI adoption and digital transformation in your organization. You can also explore our full range of online programs across leadership, strategy, and AI & digital.

Successful completion of this program takes you one step closer to joining IMD’s powerful alumni network.

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Designed for impact and delivered for you, IMD’s online programs help you achieve your aspirations wherever you are in your career or the world. Here’s what makes the IMD online program experience exceptional.

Tap into the expertise of IMD’s faculty – globally recognized experts in their fields – wherever you are.

Benefit from one-on-one support from an experienced executive coach who helps you apply new insights to your own context.

Collaborate with participants from around the world through group and pair work that challenges your thinking and broadens your perspective.

Engage in a structured yet flexible learning experience that enables you to progress at your own pace and complete weekly assignments around your busy schedule.

Apply what you learn right away through practical assignments designed to make a direct impact on your work.