Read System Insights forecasts with their status and local context

Source facts

A System Insights capability applies a statistical or machine-learning model to system data. Additional capabilities can be introduced without an operating-system update. A result includes a status and explanatory description; Error or None can indicate that no prediction was made. The default forecasting models train on the individual machine and are intended to detect longer-term usage trends. Microsoft documentation.

Applicability

Use this review when evaluating System Insights output for a Windows Server capacity decision. Identify the capability, machine, and observation period. Read the explanatory result alongside the status rather than selecting a color alone.

DSE recommendation

Ask the server owner to describe planned changes that may affect the forecast. Keep the prediction, its interpretation, and the resulting capacity decision together. Separate a recommendation to investigate from an approved purchase or workload move. Establish who will revisit the prediction and which observed resource level would justify an earlier review.

Verification

Compare a retained prediction with later observed usage from the same server. Record both the time horizon and any workload changes between observations. Investigate missing or error results separately from a healthy prediction. Document where the forecast was useful and where the underlying deployment changed before using it for another planning cycle.

Official references

Microsoft Learn: System Insights capabilities in Windows Server. Source reviewed September 8, 2026.