FMEA Risk Prioritization Dashboard (Power BI)

At its core, the dashboard operationalizes the FMEA methodology by transforming static spreadsheet-based risk assessments into an agile, visual decision-support system. It leverages Power BI’s modeling capabilities—such as DAX (Data Analysis Expressions) for calculated columns and measures, relationships between dimension tables (e.g., Components, Failure Modes, Causes), and time-aware metrics—to compute and display risk scores consistently. The dashboard typically includes interactive slicers for process step, subsystem, team owner, or mitigation status, enabling contextual analysis; visualizations like bubble charts (size = RPN, x-axis = Severity, y-axis = Occurrence) and waterfall charts (showing RPN delta pre/post mitigation) enhance interpretability. Crucially, modern implementations increasingly adopt AIAG-VDA harmonized Action Priority (AP) over legacy RPN, reflecting a shift toward qualitative risk response logic—where high-severity failures demand immediate action regardless of occurrence or detection ratings. The dashboard also supports auditability and continuous improvement through versioned data ingestion (e.g., from Excel, SharePoint, or Azure SQL), change logs, and integration with Jira or Teams for action item handoff.