
Foresight Data Machines helps metal producers improve process stability and efficiency. They combine AI, physics, and operations engineering to deliver online predictive process models and control optimization. Their flagship product is ScrapChef, built on AI/ML models, physics-based simulations, and optimization algorithms. The company targets the B2B metals industry, with operators and engineers as primary users. This approach enables real-time control and scalable improvements across electric steelmaking plants.

Foresight Data Machines helps metal producers improve process stability and efficiency. They combine AI, physics, and operations engineering to deliver online predictive process models and control optimization. Their flagship product is ScrapChef, built on AI/ML models, physics-based simulations, and optimization algorithms. The company targets the B2B metals industry, with operators and engineers as primary users. This approach enables real-time control and scalable improvements across electric steelmaking plants.