MatAlytics is a UK deep-tech company developing physics-based AI for real-time industrial digital twins. Its flagship platform, CITRUS, delivers simulation-grade predictions of stress, temperature, and asset life up to 300,000× faster than traditional methods, enabling safer, more efficient, and lower-carbon operations in energy and manufacturing.