WFM Commons

Built by WFM practitioners

Better forecasts, sharper plans, stronger WFM teams.

WFM Commons builds the tools we wished we had — forecasting, capacity planning, survey analytics and AI interviewing — and runs an open community where workforce management, BPO and CX professionals share what works.

Premium products

One toolkit, from forecast to hire

Predict the work, plan the people, understand the customer, and hire the right agents.

Live

Model-vs-model volume forecasting

Forecast Studio

Upload a dated series and let up to nine statistical and machine-learning models compete on data they never saw — then keep the one that actually earned it.

  • Prophet, SARIMAX, XGBoost, neural nets and more
  • Holiday calendars for 250 countries
  • Anomaly detection by model consensus
  • Weekly / monthly roll-ups, Excel export
Live

From forecast to headcount to P&L

Capacity Planner

Turn volume and handle time into required FTE, hiring plans and financials — with scenario planning that shows the cost of every assumption.

  • Required vs. available FTE by week
  • Attrition, shrinkage and hiring scenarios
  • Executive financial view
  • Multi-client, role-based access
Live

Know what actually drives your scores

Survey Analytics

Upload a survey export, pick the outcome you care about, and get a key-driver analysis built on real statistical and machine-learning models.

  • Key-driver and impact-vs-performance quadrant
  • Segment comparisons
  • Open-ended comment analysis
  • CSAT, quality and KDI surveys
Live

Pre-screen candidates at scale

AI Interviewer

AI-led voice and chat interviews for contact-centre and corporate hiring — résumé parsing, language assessment and evidence-backed scores your recruiters review.

  • Personalised voice and chat interviews
  • CEFR English-level assessment
  • Scores backed by transcript evidence
  • Recruiter review before any decision

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