The Intelligent Photovoltaic Cleaning Robot ecosystem spans upstream component sourcing, midstream system assembly and integration, and downstream deployment to photovoltaic power plants. Upstream, raw‑material suppliers deliver glass, aluminum, and battery cells that form the robot chassis and power train. Midstream, OEM manufacturers combine these inputs with AI navigation software supplied by technology firms, while system integrators adapt the robots to site‑specific layouts and connect them to existing SCADA platforms. Downstream, distributors and channel partners transport the finished units to project owners, who contract service firms for installation, maintenance, and performance monitoring. Value is created through the convergence of robotics, data analytics, and solar‑farm operational requirements, and captured at each handoff through equipment sales, service contracts, and data‑service fees.