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Scenario Planning Insights for Automotive OEMs

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Agile Scenario Planning: Data, Forecasts, & Market Insights

Automotive OEMs are operating in an environment defined by constant change. Tariff volatility, regulatory uncertainty, and electrification pressures are reshaping planning assumptions almost daily. Traditional demand forecasting models often struggle to keep pace, leaving planning teams exposed to risk across investment, capacity, and production decisions.

S&P Global Mobility supports the auto industry with scenario planning tools, data, and expert insight designed for this level of complexity. We help automotive businesses model multiple futures, understand trade-offs, and see how policy, technology, and consumer demand interact across regions and powertrains.

This hub brings together the latest news, analysis, and thought leadership on scenario planning, drawing on our automotive market intelligence, data, and expertise.

By combining near-real-time automotive demand forecasting with deep market context, our scenario planning capabilities give OEMs clearer visibility into vehicle production dynamics, margin risk, and strategic decision-making in volatile conditions.

Learn about agile scenario planning with S&P Global Mobility: Smarter automotive market forecast planning

Gain insights from hundreds of industry experts and understand what these trends mean for your business. Our comprehensive research and analytics provide a clear view of the evolving landscape, from the rise of electric vehicles to the integration of advanced driver-assistance systems.
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From Our Experts

"Traditional top-down forecasting and legacy planning tools simply cannot deliver the speed, granularity, and multi-variable analysis required for confident capital decisions. Organizations must put forecasting control directly in the hands of strategic and volume planners, enabling them to model complex scenarios without bottlenecks, so they can align critical investments with an agile, data-driven strategy."
Guido Vildozo
Associate Director, Automotive Consulting
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Find out how to access software-defined vehicle solutions including reports, supplier profiles, OEM‑supplier relationships, and expert commentary, alongside analyst access, webinars, and forecasts.
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