Uptime AI offers enterprise SaaS that acts as a “Trusted AI advisor for plant engineers to achieve operational excellence”. It offers a solution to run plant operations efficiently and without surprises. Its artificial intelligence engine builds unsupervised deep learning models from past timeseries, failure, and maintenance data to differentiate good and bad operation. The software analyses the real-time operational data from the plant historian (sensor database) to generate alerts about impending issues. UptimeAI’s inference engine with built-in knowledge base of equipment failures and recommendations interprets alerts from AI engine and proactively explains and suggests mitigation steps.