Kelvin software allows engineers to scale applications that optimize production systems. It includes tools for software engineers to transform logic or models built anywhere, into a smart application that can take action, including control changes, and measure its impact. It comes with an intuitive UI where operations engineers to manage apps, monitor their impact, and act on app recommendations to improve their existing workflows. Kelvin software is built on a robust platform that enables secure edge orchestration, OT data ingestion, and data contextualization.