Data Strategy for Enterprise AI. Building the Data Foundation for Scalable AI
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Data Strategy for Enterprise AI. Building the Data Foundation for Scalable AI
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placeBerlin 10 dec. 2026 |
Beschrijving
Build the enterprise data foundation for scalable AI
AI is only as powerful as the enterprise data strategy behind it. While access to AI models is becoming increasingly widespread, sustainable competitive advantage depends on how organizations manage their data assets, architecture, governance, and operating models.
Data Strategy for Enterprise AI equips executives with the strategic frameworks, practical tools, and decision models needed to transform enterprise data into a trusted foundation for AI. Participants learn how to move beyond fragmented data environments and build enterprise-wide data capabilities that enable scalable, resilient, and responsible AI.
Developed by ESMT Berlin f…
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Build the enterprise data foundation for scalable AI
AI is only as powerful as the enterprise data strategy behind it. While access to AI models is becoming increasingly widespread, sustainable competitive advantage depends on how organizations manage their data assets, architecture, governance, and operating models.
Data Strategy for Enterprise AI equips executives with the strategic frameworks, practical tools, and decision models needed to transform enterprise data into a trusted foundation for AI. Participants learn how to move beyond fragmented data environments and build enterprise-wide data capabilities that enable scalable, resilient, and responsible AI.
Developed by ESMT Berlin faculty and grounded in cutting-edge research and industry practice, the program combines expert insights with executive frameworks, diagnostics, simulations, and hands-on sessions based on real organizational challenges. Participants explore strategic choices around enterprise architecture, data economics, infrastructure, governance, trust, resilience, and compliance, while developing a board-ready blueprint for their own organization.
What you will learn
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Develop an enterprise data strategy that supports scalable AI.
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Assess your organization's data readiness for AI and autonomous systems.
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Design data architecture and infrastructure for long-term business value.
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Evaluate strategic choices around proprietary, public, and synthetic data.
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Understand the economics of enterprise data, AI infrastructure, and technology investments.
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Build governance, trust, resilience, and compliance into enterprise data strategies.
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Make informed build-versus-buy decisions across the enterprise data landscape.
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Develop a board-ready enterprise data blueprint and action plan.
Who should attend
This program is designed for executives, senior managers, and decision-makers responsible for AI, data, analytics, digital transformation, enterprise architecture, technology, or business strategy. It is particularly valuable for leaders who want to establish the enterprise data foundations required to scale AI successfully and create long-term competitive advantage.
Die ESMT Berlin ist die höchstplatzierte Business School in Deutschland und die erste und einzige deutsche Wirtschaftsuniversität in den europäischen Top 10. Von 25 führenden globalen Unternehmen gegründet, bietet die ESMT Master-, MBA- und PhD-Studiengänge sowie Managementweiterbildung an. Die Kurse werden auf dem Berliner Campus, an Standorten weltweit, online sowie als hybride Kurse mit Teilpräsenz angeboten. Mit einem Fokus auf Leadership, Innovation und Analytics veröffentlichen die Professorinnen und Professoren der ESMT regelmäßig ihre Forschungsergebnisse in führenden wissenschaftlichen Zeitschriften. Zusätzlich bietet die ESMT eine Plattform für den Diskurs zwischen Politik, Wirtschaft und Wissenschaft. Die ESMT ist eine staatlich anerkannte private wissenschaftliche Hochschule mit Promotionsrecht, akkreditiert von AACSB, AMBA, EQUIS und FIBAA, und engagiert sich für Vielfalt, Gleichstellung und Inklusion in all ihren Aktivitäten und Gemeinschaften.
English:
ESMT Berlin is the highest-ranked business school in Germany and Top 10 in Europe. Founded by 25 leading global companies, ESMT offers master’s, MBA, and PhD programs, as well as executive education on its campus in Berlin, in locations around the world, online, and in online blended format. Focusing on leadership, innovation, and analytics, its diverse faculty publishes outstanding research in top academic journals. Additionally, the international business school provides an interdisciplinary platform for discourse between politics, business, and academia. ESMT is a non-profit private institution of higher education, accredited by AACSB, AMBA, EQUIS, and FIBAA, and is committed to diversity, equity, and inclusion across all its activities and communities.
ESMT has prioritized three areas: leadership, innovation, and analytics. These pillars underpin the academic and organizational development of the school and guide its programming and research.
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