Pani Energy is a company developing a cloud-based machine learning software platform to elevate the efficiency of industrial and city-scale desalination and wastewater treatment plants. It aggregates and ingests data from the plant, then analyzes, visualizes, and informs operators how to optimize their plant's performance.