Ray by AMMP

Ray acts as a virtual coworker for renewable energy asset managers, integrating directly into communication platforms like Microsoft Teams and Slack, as well as AMMP OS. It processes data from over 10,000 solar, wind, and battery sites daily to provide critical insights. Key features include: daily performance checks against budget, detailed explanations of output drops (identifying causes like outages, soiling, clipping, or faults), prioritization of recurring alarms, automatic auditing of O&M contracts for breaches, and drafting of investor reports. Ray ensures all findings are transparent by showing its working, enabling teams to review and approve before any communication is sent. This tool is ideal for asset managers, operations and maintenance providers, and reporting teams within the renewable energy sector. It enhances team capacity by proactively identifying issues, reducing manual data analysis, and streamlining reporting workflows, ultimately supporting more efficient portfolio management and regulatory compliance. It helps teams focus on higher-value tasks by handling routine checks and initial investigations.