IMD business school for management and leadership courses

No company can grasp the potential of AI until it has set up a data-driven culture enabling employees to create value from the insights that emerge from data analysis. This means that before setting up an AI strategy, organizations must transform and prepare their infrastructure and culture for the AI age. This case study discusses the initiatives developed and rolled out by Marianne Galvin, initially Head of Data Office and then VP of Digital Transformation, as she worked to turn Civilia Engineering into a data-driven company. The case explores what Marianne put in place over her first 22 months with the company. This included: Governance structures and an educational program that proved to be highly popular. As the initiatives took root, Marianne and her team began to gain acceptance of use cases and dashboards for data-driven decision making but there were still several challenges to overcome, in particular how to work with an IT team more focused on architecture and improving legacy systems. The case closes as Marianne looks ahead to 2024, outlining what still needs to be done to gain digital and data maturity. The case provides a comprehensive understanding of the critical aspects of building a data-driven organization, particularly focusing on the interplay between value, data, and people. Through this case, learners will develop a nuanced understanding of the three pillars that sustain data-driven organizations, how to create a data-centric culture, how to avoid pitfalls in data-science projects and the nuances of digital transformation in non-digital organizations. They will be equipped with the knowledge and skills necessary to effectively lead and contribute to the building of data-driven organizations, fostering an environment that embraces data-centric decision-making and successfully navigates the complexities of digital transformation in an increasingly data-driven world.

Terry Burns launched UniMag in 2007 and went on to develop its ecosystem of affiliated companies over several years. As most media were rapidly shifting online, UniMag established its brand as a high-profile magazine with a counter-intuitive focus on high-quality print and journalism. Since then, digitalization has increasingly shaped the media landscape, opening many opportunities for Burns. By 2023 digital activities most effectively drive the business of the many affiliated companies in UniMag’s ecosystem. In contrast, its print magazine sales have stalled, and costs keep growing. Burns and her team must make a strategic decision: What to do and what to stop? Where to perform and where to transform? In the context of a transforming media industry, the case illustrates how to set strategic direction in the face of disruptive forces in order to drive change and open opportunities.

MADRID (SPAIN), MARCH 2023. Jaime Garcia-Prieto, founder and CEO of Galeneo, was polishing the deck for the fundraising for his healthcare start-up. The seed round of €1 million would take him to the institutional A round scheduled for Q3-2024, a comfortable 18-month+ runway. His proposal to decentralize healthcare through a tech-enabled hospital@home platform offered the solution people were looking for not only in Spain but also in most advanced economies. According to a recent Economist article, the NHS, like many healthcare systems, had become a sickness service, not a health service. To live up to the promise of its name would require a shift in focus, away from hospitals to the community, from centralized treatment to community-based prevention and bedside medicine. In other words, health systems needed to be investing in smoke alarms, not fire extinguishers. In 2020, as the Covid pandemic began, Jaime envisioned the future of in-home care for patients with chronic treatment needs. In 2021, he embarked on developing a platform to coordinate bedside medical care anywhere, anytime, in minutes. Galeneo was born. By 2023, it had integrated 200+ healthcare providers (HCPs) and 11+ institutional partners in the Madrid region, enabling the provision of general high-value services outside hospital. Revenues of €1.6 million in 2023 were expected, with a growth rate of about 8% every month and net profit breakeven reached in February. Things looked positive, but there were issues around scaling fast – although Jaime had found solutions. To counter the limited availability of qualified healthcare workers, he developed the Galeneo Academy to train future in-home bedside specialists. Tech-enabled standardization reduced operational complexity through an easy-to-use app and included real-time monitoring and quality control. Finally, the whole concept of community-based bedside medicine was still nascent, which meant market participants needed to adopt original approaches. But it was a large market with great potential.