Abstract: A system and method for analyzing telemetry of a technology system and generating automated insights are provided. The system receives telemetry from the technology system. The system identifies key metric types in the received telemetry and parses the telemetry. The system categorizes the parsed telemetry and applies domain specific context and rules to the categorized telemetry. The system performs on-demand operations on the categorized telemetry and generates a list of insights based on user preferences. The system generates insightful information comprising human readable text statements, proactive actionable suggestions for preventive measures, predictive forecast of upcoming events, and any combination thereof, for each of the insights. The system creates an output dashboard for the generated insightful information and displays the output dashboard on the user device.