WFM Forecast Accuracy Variance in EU-FR Environment

What’s the best way to interpret the discrepancy between the WFM forecasted handle time and the actual Performance Dashboard metrics for the EU-FR region? The variance exceeds 15% during peak hours, impacting our staffing model accuracy.

Thank you.

The main issue here is likely that the forecast model hasn’t fully ingested the localized shrinkage factors for the EU-FR region.

"shrinkage": { "contracted": 0.15, "personal": 0.05, "training": 0.02 }

Verify those percentages match your actual historical data in the schedule settings.

Check your ServiceNow inbound action configuration for the WFM data sync.

The timestamp handling in the webhook payload often causes misalignment with EU-FR timezone offsets. Ensure the x-genesys-timestamp header matches the local server time.