Data Science and AI for Leaders (DSAIL)

Harvard Business School (HBS)
Harvard Business School (HBS)May 6, 2026

Why It Matters

DSAIL creates AI‑savvy leaders who can translate emerging technologies into competitive business advantages, meeting the soaring market demand for AI expertise.

Key Takeaways

  • Hands‑on AI training equips leaders to navigate real‑world challenges.
  • Students confront budgets, safety, and competitive moat when building AI.
  • Projects transform theory into tools like DJ trainer and bond screener.
  • Course builds resilience by teaching tool integration and rapid prototyping.
  • Alumni gain marketable AI expertise demanded in modern job interviews.

Summary

The Data Science and AI for Leaders (DSAIL) program is designed to equip executives and managers with practical AI skills, emphasizing hands‑on experimentation over theory. By immersing participants in real‑world tools, the course reshapes how leaders think about intelligence, budgets, safety, and competitive advantage.

Students work through concrete projects that surface challenges such as cost management, reliability, and creating sustainable AI moats. The curriculum stresses tool integration, rapid prototyping, and resilience, enabling participants to move from concept to functional applications quickly.

Examples include a student‑built AI chatbot, a DJ‑training application that augments educators, and a bond‑screening platform for investors. Learners cite peer collaboration with top‑field experts as a catalyst for an emerging AI movement grounded in curiosity and practical exploration.

Graduates leave with a deep, demonstrable AI fluency that directly addresses employer demand. This capability translates into stronger hiring prospects, more efficient organizational processes, and the ability to lead AI‑driven transformation across sectors.

Original Description

Professor Mitch Weiss and first-year MBA students Tomisin Fasawe, Alex Ind, and Stephanie Liu discuss the required course, Data Science and AI for Leaders (DSAIL). They note the relevance of the course material for future business leaders, the importance of learning while doing, the projects they’ve worked on during class and will add to their portfolios, and, from both the teaching and learning side, how they’ve grown from faculty and each other.

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