AMMP serves as a cloud-centric, vendor-neutral platform designed for the oversight and administration of renewable energy portfolios encompassing solar, battery storage, hybrid systems, wind farms, and generator sites. By integrating equipment data into comprehensive portfolio and site dashboards, it utilizes cloud API connections with various manufacturers and features an edge datalogger for local data acquisition when necessary. The platform is utilized by teams for real-time monitoring, key performance indicator analysis, alert management, ticketing, generating performance reports, tracking energy savings, and managing tariffs alongside Power Purchase Agreements (PPAs), in addition to providing access to investor or customer portals. With the introduction of AMMP AI, users gain access to Ray, an AI assistant that evaluates portfolio performance, identifies and prioritizes operational challenges, answers inquiries backed by data, and facilitates report preparation. Users can seamlessly operate within AMMP OS, Microsoft Teams, or Slack, while the REST Data API and Model Context Protocol server offer programmatic and assistant-driven access to portfolio data. This versatility ensures that teams stay informed and responsive in the fast-evolving renewable energy landscape.