AI-Powered Workforce Planning: Minimum Viable Strategy
AI-Powered Workforce Planning: Minimum Viable Strategy
Alan Susi shares how S&P Global is using generative AI to converge People Analytics with strategic workforce planning, moving from rigid role charts to a capability-centred, data-rich approach. He explains the ‘minimum viable workforce plan’ framework, the metrics that prove AI’s return, and why middle managers are pivotal to scaling innovation while safeguarding culture. Expect candid lessons on democratising AI access, avoiding data overload, flattening hierarchies and balancing shareholder value with wider societal impact.
In this episode, we discuss:
- The convergence of People Analytics and strategic workforce planning – why it matters now.
- Minimum viable workforce planning: a pragmatic framework for fast-moving businesses.
- Capability-based design versus classic role charts, spans and layers.
- Leveraging generative AI while democratising access and protecting against bias.
- Measuring ROI: linking individual productivity gains to enterprise-level value.
- The evolving role of middle management in agile, hybrid organisations.
- Identify the critical data and metrics needed for a lean yet effective workforce plan.
- Apply a capability-first lens to redesign structures for speed and scalability.
- Calculate and communicate the financial return of AI-enabled talent initiatives.
- Equip managers to coach, connect and lead larger, flatter teams.
- Mitigate bias and social risk when deploying AI-driven planning and decision tools.
Why is this being discussed now?
Why is this being discussed now?
Generative AI is reshaping productivity, skills demand and talent availability faster than traditional planning cycles can respond. Senior HR and analytics leaders must align org design, data and technology to deliver growth, control cost and mitigate risk in increasingly global, hybrid and skills-scarce markets.
This session features:


Nick Kennedy, Workforce Planning Institute
Join us in person:
Annual global conference for People Analytics
and Data-Driven Workforce Strategy.
15 - 16 October 2025 · Convene West 46th Street · New York
A word from the conference chair: