Uptime AI is an AI-based industrial plant monitoring software, combining predictive maintenance with explainable failure modes/recommendations and self-learning workflows to mitigate equipment failures and performance loss in process-driven industries. 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) and proactively explains and suggests mitigation steps.
Further, UptimeAI’s workflows provide maintenance information from EAM (enterprise asset management) systems to enable engineers make right decisions that are, in turn, utilised by its AI engine to continuously improve models resulting in up-to-date and high accuracy models.