July 20, 2026
RHI Magnesita Client Interview: Navigating Global Volatility and Winning in a VUCA World
What if your global enterprise could cut through extreme industrial volatility, eliminate rigid spreadsheet-dependent processes, and empower your commercial teams to focus exclusively on high-value operational exceptions? In high-temperature heavy industries, where global market dynamics and geopolitical disruptions constantly redraw the lines, transitioning from a reactive to a highly predictive planning model is a foundational requirement for long-term growth.
In this client interview, Ricardo Dominguez, Head of Innovation & Product Governance, Supply Chain & Procurement at RHI Magnesita, details the strategic realities of their multi-year digital transformation with o9 Solutions. As the global leader in refractory products vital to steel mills, cement plants, and glass manufacturing, RHI Magnesita faced the massive challenge of streamlining a fragmented, Excel-heavy supply chain following a major corporate merger. Dominguez highlights how the organization is navigating an unstable global landscape to build a unified, automated ecosystem.
The conversation explores the practical mechanics of leveraging o9’s Enterprise Knowledge Graph (EKG) to unify disconnected demand and supply plans under a single data model. By implementing sophisticated ABC-XYZ product segmentation, RHI Magnesita has shifted from labor-intensive manual order promising to automated forecasting. This milestone allows planners and sales teams to filter out baseline noise and focus human ingenuity on the critical 12% of exception lines where real bottom-line value resides.
Looking ahead, Dominguez outlines how a strong data foundation is positioning the company to transcend traditional software boundaries and move directly into the next frontier of Agentic and Neurosymbolic AI.

Neuro-Symbolic Agentic AI for Agile and Adaptive Enterprises
Enterprises don't struggle to gather data. They struggle to turn it into action while it still matters.
By the time the root cause is clear, the window to respond has often closed. This White Paper outlines how neuro-symbolic AI changes that equation, giving leaders a path from signal to grounded, governed decision in the same cycle the problem appears.












