Emerson Deploys AI‑Driven Aspen Hybrid Models to Aramco, Achieving 98.5% Yield Accuracy

EMR
April 29, 2026

Emerson Electric announced the deployment of its AspenTech AI‑driven Aspen Hybrid Models across Saudi Aramco’s refining network, delivering a yield and quality prediction accuracy of 98.5% in key units such as Continuous Catalyst Regeneration and Platformer Units.

The deployment integrates Emerson’s AspenTech Performance Engineering and Manufacturing and Supply Chain suites with Aramco’s existing planning framework. The hybrid models capture nonlinear relationships in reactor and unit operations, enabling more precise feedstock blending and narrowing planning‑execution gaps.

This win underscores Emerson’s strategy of monetizing its software‑defined automation platform. By securing a high‑value, recurring revenue stream from a major industrial customer, Emerson demonstrates the tangible business impact of its AI‑enabled solutions and reinforces its leadership in high‑growth verticals.

Aramco plans to extend the hybrid modeling approach to its hydrocracker units, a move that could further improve margin forecasting and operational efficiency across its global refining portfolio.

Management comments highlight the significance of the deployment. Emerson President and CEO Lal Karsanbhai said, “Emerson is accelerating innovation, introducing new products and delivering on the critical programs we highlighted at our 2025 investor conference. These releases advance our capabilities in software‑defined automation and further enhance our leadership position in high‑growth verticals.” Vincent Servello, president of Emerson’s Aspen Technology business, added, “Among the most important of those adjacencies at that point in time was industrial software. From our standpoint, AspenTech was the crown jewel asset in the process industries in terms of making a big investment and expanding our capabilities in the industrial software space. That was the rationale behind an initial majority stake followed by the acquisition last year.”

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