Software as a service (SAAS) services featuring software using artificial intelligence (AI) for monitoring, diagnosing, and optimizing commercial and industrial water treatment systems, namely, reverse osmosis systems, water softening systems, filtration systems, and water purification systems; software as a service featuring artificial intelligence for predictive maintenance scheduling of commercial and industrial water treatment systems; providing online non-downloadable software for water ...