Best for: Asset-intensive operators in energy, utilities, oil & gas, manufacturing, aerospace, defense and critical infrastructure that want multiple AI capabilities — predictive maintenance, AutoML, OT cybersecurity, computer vision and NLP — from a single vendor with a systems-level approach, rather than assembling best-of-breed point tools. Now operating as Avathon.