WFM Viewer

WFM Viewer Online ingests multiple data sources (CSV, Excel, JSON, API) and normalizes them into a common workforce schema. It computes core metrics such as total_scheduled_hours, total_actual_hours, variance, utilization, and coverage, then presents a consolidated view suitable for planning and auditing. The tool supports date-range filtering, department and region scoping, and time-zone alignment to ensure accurate comparisons across sources. Beneficiaries include operations managers, workforce planners, and finance teams who need fast visibility without heavy BI tools. Unique value lies in schema inference, multi-source reconciliation, and quick scenario comparisons without data export or code. Core features include data ingestion, field mapping, validation, time-series generation, and export options. Use cases include monthly staffing reviews, shift optimization checks, and forecast-versus-actual analyses for leadership updates. The design emphasizes domain accuracy, data provenance, and fast feedback loops for tactical decisions. Unlike full BI platforms, this tool focuses on preview-ready analytics, audit-ready summaries, and shareable snapshots for cross-functional alignment.