WFM Viewer

A concise viewer for teams and analysts to preview WFM data, schedules, and forecasts without heavy tooling in a secure, accessible online interface.

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904+

Total Calculations Run

< 15ms

Browser Execution Speed

100%

Client-Side Privacy

4.9 / 5.0

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About This Tool

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.

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How to Use

Provide inputs: select data_source and data_format; set start_date and end_date.
Configure filters: choose departments, regions, and time_zone as needed.
Run processing: tool ingests, maps fields, and computes core metrics.
Review outputs: inspect time_series, summaries, and any anomalies; compare scenarios if configured.
Export or share: download CSV/JSON or generate a shareable link.

Frequently Asked Questions

Find Quick Answers

What data formats are supported?

The tool accepts CSV, XLSX, JSON, and API feeds. It normalizes field names to a standard WFM schema and validates required fields during ingestion.

Can I compare multiple data sets or time ranges?

Yes. You can load multiple sources or define separate date ranges and filters, then view side-by-side summaries or aggregate deltas to identify variances and trends.

Is my data secure?

All data is processed in isolated environments with encryption in transit and at rest. Access controls and data residency options apply; no data is used for training or shared outside configured scopes.

Who should use WFM Viewer?

Operations managers, workforce planners, analysts, and finance teams benefit from fast visibility into staffing, schedules, and forecasts without needing a full BI stack.

Need to run multiple calculations?

Create a free account today to unlock unlimited daily runs, access advanced parameters, save your history, and request custom features.

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