ConstellationOS provides satellite-fleet operations tools for connecting telemetry and forecasting communications conditions. Its platform can ingest telemetry, expose fleet topology, and provide forecasts through an API and agent tools. The documented model family includes link signal-to-noise ratio and weather attenuation forecasts. Operators can use the forecasts to assess link conditions and inform ground-station and contact planning. The product documentation describes telemetry ingestion, fleet-agent tooling, and MCP access for AI agents; the company also describes policy-controlled routing and stream isolation.