Meet Ray, your new AI coworker.
Ray checks performance, triages alarms, audits contracts and drafts reports, with the evidence behind every answer. It works in Slack, Microsoft Teams and AMMP OS.
A day with Ray
On the job before the team logs on
Seven a.m. Ray has already checked yesterday's performance across every site — and knows which issues need a human.
# portfolio-opsRay is online
Ray · 07:02
September vs. financial model: portfolio −3.1%. Here's what's behind it:
Westerkamp Wind · DE−6.2%Wind speed 11% below P50. No fault found.Resource
Brightwater Solar · US−14.8%INV-03 −38% vs. neighbors since Sep 18.Action
Pine Ridge Storage · US95.8%Availability vs. 98.0% target (PCS trips).Watch
Ray · 07:03
@Mark de Vries want me to dig into Brightwater?
Every month, Ray checks each site against your financial model — and tells bad weather from real problems.
Bring your own assistant
Ray runs on the AMMP MCP server. Claude, Copilot or your own agent can use the same portfolio context.
About the MCP server