Madhan Paramasivam updated the KPI Documentation Release Notes for version 3.1 in the open-edge-platform/edge-manage-docs repository, focusing on refining deployment and onboarding time estimates and clarifying KPI performance metrics. Working primarily with reStructuredText (RST) and leveraging documentation best practices, Madhan ensured that the release notes provided clearer insights for both customers and internal teams. The work emphasized version-control traceability and close alignment with the 3.1 release scope, supporting improved planning accuracy and onboarding efficiency. While no bugs were addressed, the contribution enhanced documentation quality, making release readiness and KPI transparency more accessible to all stakeholders involved.