June 27, 2024 by Farshad Kheiri, PhD  
**Leveraging AI in Workforce Management: The Legion Approach**  
Workforce management can be easy. Learn how Legion transforms WFM processes with AI, while also improving efficiency and the employee experience.

May 16, 2023 by Farshad Kheiri, PhD  
**How Artificial Intelligence Improves Workforce Management**  
Demand forecasting is the first step for any workforce management that has a one-to-one relationship with demand. An accurate demand forecast ensures the optimal published schedule.

June 30, 2022 by Farshad Kheiri, PhD  
**How Does Demand Forecast Accuracy Impact the Business?**  
Even just a small increase in the accuracy of demand forecasting can save money. Learn how Legion Demand Forecasting can help improve accuracy.

April 21, 2022 by Farshad Kheiri, PhD  
**Demand Forecasting: Fluctuating Features**  
Legion Demand Forecasting applies machine learning to capture your historical demand data patterns. In addition to the raw, time-series data, it uses custom, predictive data sources, cultivated by our data science team over several years.

October 28, 2021 by Farshad Kheiri, PhD  
**Legion’s Innovative Use of AI in WFM SaaS**  
Legion is fundamentally different from legacy workforce management software vendors. Legion WFM is the only platform with true AI and mature data science live and in production for more than four years. Through AI-powered demand forecasting, labor optimization, automated scheduling, and time and attendance modules, customers can optimize labor efficiency.