Downloadable cloud-based software for processing and providing analytics and workflow for operational facilities involving energy, water, transportation, telecommunications, utilities, manufacturing, food and beverage production and distribution, municipalities, oil and gas production and processing, to correct or improve operational performance and reliability of such facilities