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Top 10 Best Labor Forecasting Software of 2026

Compare top labor forecasting tools to optimize workforce planning. Find the best solution for your business – start planning effectively today.

Rajesh Patel

Rajesh Patel

Feb 11, 2026

10 tools comparedExpert reviewed
Independent evaluation · Unbiased commentary · Updated regularly
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Labor forecasting is a critical driver of operational efficiency and cost management, yet selecting the right tool requires aligning with unique business needs. The 10 solutions below—spanning enterprise, retail, hospitality, and more—represent the pinnacle of innovation, making this list essential for organizations seeking to optimize workforce planning.

Quick Overview

  1. 1#1: UKG Pro - AI-powered workforce management platform delivering precise labor forecasting and dynamic scheduling for enterprises.
  2. 2#2: WorkForce Software - Advanced workforce optimization suite with real-time labor forecasting and compliance-driven scheduling.
  3. 3#3: Dayforce - Unified HCM platform featuring predictive labor forecasting integrated with payroll and scheduling.
  4. 4#4: Legion - AI-driven demand forecasting and intelligent scheduling tool optimized for hourly workforces in retail and hospitality.
  5. 5#5: Workday - Cloud HCM solution with adaptive workforce planning and scenario-based labor forecasting capabilities.
  6. 6#6: Oracle HCM Cloud - Enterprise workforce management system providing analytics-driven labor forecasting and scheduling.
  7. 7#7: SAP SuccessFactors - Comprehensive workforce planning module enabling demand forecasting and skills-based labor allocation.
  8. 8#8: Anaplan - Connected planning platform supporting integrated workforce forecasting and scenario modeling.
  9. 9#9: 7shifts - Restaurant-specific scheduling software with sales-based labor forecasting and cost optimization.
  10. 10#10: When I Work - Employee scheduling app with demand forecasting to predict labor needs based on sales and trends.

We prioritized tools based on forecasting accuracy, integration capabilities, user experience, and value, ensuring the top 10 deliver reliable, versatile support for diverse labor management challenges.

Comparison Table

Labor forecasting software is vital for aligning workforce resources with demand, enhancing operational efficiency. This comparison table examines key tools like UKG Pro, WorkForce Software, Dayforce, Legion, Workday, and others, outlining features, strengths, and use cases to help identify the best fit for specific organizational needs.

1UKG Pro logo9.3/10

AI-powered workforce management platform delivering precise labor forecasting and dynamic scheduling for enterprises.

Features
9.6/10
Ease
7.9/10
Value
8.7/10

Advanced workforce optimization suite with real-time labor forecasting and compliance-driven scheduling.

Features
9.5/10
Ease
8.4/10
Value
8.7/10
3Dayforce logo8.7/10

Unified HCM platform featuring predictive labor forecasting integrated with payroll and scheduling.

Features
9.2/10
Ease
7.8/10
Value
8.0/10
4Legion logo8.7/10

AI-driven demand forecasting and intelligent scheduling tool optimized for hourly workforces in retail and hospitality.

Features
9.3/10
Ease
7.9/10
Value
8.1/10
5Workday logo8.1/10

Cloud HCM solution with adaptive workforce planning and scenario-based labor forecasting capabilities.

Features
8.7/10
Ease
7.2/10
Value
7.5/10

Enterprise workforce management system providing analytics-driven labor forecasting and scheduling.

Features
8.8/10
Ease
7.1/10
Value
7.5/10

Comprehensive workforce planning module enabling demand forecasting and skills-based labor allocation.

Features
9.1/10
Ease
6.8/10
Value
7.4/10
8Anaplan logo8.1/10

Connected planning platform supporting integrated workforce forecasting and scenario modeling.

Features
9.2/10
Ease
6.4/10
Value
7.5/10
97shifts logo8.1/10

Restaurant-specific scheduling software with sales-based labor forecasting and cost optimization.

Features
8.3/10
Ease
8.7/10
Value
7.8/10
10When I Work logo7.5/10

Employee scheduling app with demand forecasting to predict labor needs based on sales and trends.

Features
7.2/10
Ease
8.6/10
Value
8.0/10
1
UKG Pro logo

UKG Pro

enterprise

AI-powered workforce management platform delivering precise labor forecasting and dynamic scheduling for enterprises.

Overall Rating9.3/10
Features
9.6/10
Ease of Use
7.9/10
Value
8.7/10
Standout Feature

AI-powered Predictive Workforce Optimization that dynamically forecasts labor needs using sales forecasts, historical data, and external variables like weather or events for superior accuracy.

UKG Pro is a leading enterprise-grade workforce management platform that specializes in labor forecasting through AI-driven predictive analytics, enabling organizations to accurately predict staffing needs based on historical trends, sales data, and external factors. It optimizes workforce scheduling, budgeting, and compliance while integrating seamlessly with broader HCM functionalities for end-to-end workforce management. Designed for complex, multi-location operations, it delivers real-time insights to reduce labor costs and improve operational efficiency.

Pros

  • Advanced AI and machine learning for highly accurate labor demand forecasting
  • Deep integration with HCM, payroll, and timekeeping modules
  • Comprehensive analytics, reporting, and scenario planning tools

Cons

  • High implementation costs and lengthy setup process
  • Steep learning curve for non-technical users
  • Pricing is premium and customized, less ideal for small businesses

Best For

Large enterprises in retail, healthcare, hospitality, or manufacturing with complex, variable staffing needs across multiple locations.

Pricing

Custom enterprise pricing, typically $25-60 per employee per month depending on modules, scale, and deployment (cloud or on-premise).

2
WorkForce Software logo

WorkForce Software

enterprise

Advanced workforce optimization suite with real-time labor forecasting and compliance-driven scheduling.

Overall Rating9.2/10
Features
9.5/10
Ease of Use
8.4/10
Value
8.7/10
Standout Feature

Predictive Intelligence engine that dynamically forecasts labor demand using AI-driven analysis of real-time and historical data from diverse sources

WorkForce Software provides an enterprise-grade workforce management platform with robust labor forecasting capabilities, using advanced predictive analytics to forecast staffing needs based on historical trends, sales data, and external variables. It optimizes schedules, manages demand fluctuations, and integrates deeply with HRIS, ERP, and POS systems for real-time accuracy. Ideal for large-scale operations, it helps reduce overstaffing, labor costs, and compliance risks while improving productivity.

Pros

  • Highly accurate multi-dimensional forecasting integrating sales, volume, and seasonality
  • Scalable for global enterprises with multi-site support
  • Seamless integrations with major ERP/HR systems like SAP and Oracle

Cons

  • Complex setup and long implementation timelines
  • Steep learning curve for non-technical users
  • Premium pricing not suited for small businesses

Best For

Large enterprises in retail, healthcare, or hospitality requiring sophisticated, data-driven labor forecasting across multiple locations.

Pricing

Custom enterprise pricing via quote; typically starts at $50,000+ annually based on users and modules.

Visit WorkForce Softwareworkforcesoftware.com
3
Dayforce logo

Dayforce

enterprise

Unified HCM platform featuring predictive labor forecasting integrated with payroll and scheduling.

Overall Rating8.7/10
Features
9.2/10
Ease of Use
7.8/10
Value
8.0/10
Standout Feature

AI-powered Dayforce Forecasting that dynamically predicts labor needs using sales, historical, and external data for precise optimization

Dayforce is a comprehensive cloud-based HCM platform from Ceridian that includes advanced workforce management capabilities, with a strong focus on labor forecasting. It uses AI and machine learning to predict labor demand by analyzing historical trends, sales data, weather, and other variables, enabling optimized scheduling and cost control. The tool integrates seamlessly with payroll, time tracking, and HR modules for end-to-end workforce visibility.

Pros

  • AI-driven predictive forecasting with multi-variable inputs
  • Deep integration with full HCM suite including payroll
  • Scalable for large enterprises with real-time analytics

Cons

  • High implementation complexity and time
  • Premium pricing not ideal for small businesses
  • Steep learning curve for non-enterprise users

Best For

Large enterprises and multi-location businesses needing integrated HCM with robust labor forecasting.

Pricing

Custom enterprise pricing, typically $10-25 per employee per month depending on modules and scale.

Visit Dayforcedayforce.com
4
Legion logo

Legion

specialized

AI-driven demand forecasting and intelligent scheduling tool optimized for hourly workforces in retail and hospitality.

Overall Rating8.7/10
Features
9.3/10
Ease of Use
7.9/10
Value
8.1/10
Standout Feature

Patented XO AI engine that delivers 95%+ forecast accuracy by continuously learning from proprietary datasets across millions of labor hours

Legion (legion.co) is an AI-powered workforce management platform specializing in labor forecasting, scheduling, and optimization for retail, hospitality, and service industries. It uses machine learning algorithms to analyze historical sales, weather, events, and other variables for highly accurate demand predictions. The software automates shift planning, reduces overstaffing, and integrates seamlessly with POS systems to drive operational efficiency.

Pros

  • Exceptionally accurate AI-driven forecasting with multi-variable inputs like weather and promotions
  • Comprehensive integration with POS, HRIS, and time-tracking systems
  • Real-time optimization and scenario planning for dynamic labor adjustments

Cons

  • High implementation costs and complexity for smaller businesses
  • Steep learning curve due to advanced enterprise features
  • Custom pricing lacks transparency for budgeting

Best For

Large-scale retail and hospitality chains with complex, variable demand needing enterprise-grade AI forecasting.

Pricing

Custom quote-based pricing; typically $5-15 per employee/month for enterprise plans, with minimums for multi-location deployments.

Visit Legionlegion.co
5
Workday logo

Workday

enterprise

Cloud HCM solution with adaptive workforce planning and scenario-based labor forecasting capabilities.

Overall Rating8.1/10
Features
8.7/10
Ease of Use
7.2/10
Value
7.5/10
Standout Feature

Prism Analytics for unified, AI-enhanced workforce demand forecasting across siloed data sources

Workday is a comprehensive cloud-based HCM platform with robust labor forecasting capabilities through its Workforce Planning and Adaptive Planning modules. It leverages historical data, AI-driven insights, and scenario modeling to predict staffing needs, optimize schedules, and align labor supply with business demand. Ideal for enterprises, it integrates seamlessly with HR, finance, and operations data for accurate, real-time forecasts.

Pros

  • Deep integration with HR, finance, and operational data for holistic forecasting
  • AI-powered predictive analytics and scenario planning
  • Scalable for large enterprises with real-time insights

Cons

  • Steep learning curve and complex implementation
  • High cost unsuitable for SMBs
  • Less specialized for shift-based or hourly labor industries

Best For

Large enterprises seeking integrated HCM-driven labor forecasting within a broader ERP ecosystem.

Pricing

Custom enterprise subscription pricing, typically $100+ per employee/year with modular add-ons; quote-based.

Visit Workdayworkday.com
6
Oracle HCM Cloud logo

Oracle HCM Cloud

enterprise

Enterprise workforce management system providing analytics-driven labor forecasting and scheduling.

Overall Rating8.2/10
Features
8.8/10
Ease of Use
7.1/10
Value
7.5/10
Standout Feature

AI-powered predictive workforce analytics that dynamically forecast labor demand across multiple variables like skills, absences, and business events

Oracle HCM Cloud is a comprehensive human capital management platform that includes robust labor forecasting capabilities through its Workforce Management and Analytics modules. It leverages AI and machine learning to predict staffing needs, optimize schedules, and forecast labor demand based on historical data, trends, and business variables. Designed for enterprise-scale operations, it integrates seamlessly with other HCM functions like payroll and talent management for holistic workforce planning.

Pros

  • Advanced AI-driven forecasting with high accuracy for complex enterprise scenarios
  • Seamless integration with full HCM suite and Oracle ecosystem
  • Scalable for global, large-scale deployments with real-time analytics

Cons

  • Steep learning curve and complex initial setup requiring expert configuration
  • High cost unsuitable for small to mid-sized businesses
  • Overkill for organizations needing only standalone labor forecasting tools

Best For

Large enterprises with complex, global workforce needs seeking integrated HCM and advanced predictive labor forecasting.

Pricing

Custom enterprise pricing, typically $100+ per employee per month for full HCM suite including forecasting features; volume discounts apply.

7
SAP SuccessFactors logo

SAP SuccessFactors

enterprise

Comprehensive workforce planning module enabling demand forecasting and skills-based labor allocation.

Overall Rating8.2/10
Features
9.1/10
Ease of Use
6.8/10
Value
7.4/10
Standout Feature

AI-powered Continuous Workforce Planning with real-time scenario simulations

SAP SuccessFactors is a comprehensive cloud-based HR suite with robust Workforce Analytics and Planning modules tailored for labor forecasting. It leverages AI and machine learning to predict staffing demands, identify skill gaps, and model future workforce scenarios based on historical data and business drivers. Ideal for enterprises, it integrates seamlessly with SAP's ERP systems for holistic planning across recruitment, retention, and deployment.

Pros

  • Advanced AI-driven predictive analytics for accurate demand and supply forecasting
  • Seamless integration with SAP ecosystem and third-party tools
  • Comprehensive scenario planning and what-if modeling for strategic decisions

Cons

  • Steep learning curve and complex implementation requiring expert consultants
  • High cost prohibitive for SMBs
  • Interface feels dated compared to nimbler SaaS competitors

Best For

Large enterprises with complex, global workforces already invested in the SAP ecosystem needing integrated HR and labor forecasting.

Pricing

Custom enterprise pricing, typically $10-25 per employee/month for core HR plus add-ons for analytics; annual contracts with implementation fees often exceeding $100K.

8
Anaplan logo

Anaplan

enterprise

Connected planning platform supporting integrated workforce forecasting and scenario modeling.

Overall Rating8.1/10
Features
9.2/10
Ease of Use
6.4/10
Value
7.5/10
Standout Feature

Hyperblock technology for unlimited hierarchies and instant recalculation of massive labor models in real-time

Anaplan is a cloud-based connected planning platform that excels in multi-dimensional modeling for enterprise-wide forecasting, including labor demand prediction by integrating sales, operations, and historical data. It enables detailed workforce planning, scenario analysis for staffing optimization, shift scheduling, and cost forecasting. While versatile across business functions, it supports labor forecasting through customizable models that handle complex variables like skills, locations, and seasonality.

Pros

  • Powerful multi-dimensional modeling for complex labor scenarios and what-if analysis
  • Seamless integration with ERP, HRIS, and other enterprise systems
  • Scalable for global enterprises with real-time collaboration

Cons

  • Steep learning curve requiring skilled planners or consultants
  • High implementation and customization costs
  • Interface can feel overwhelming for non-technical users

Best For

Large enterprises with complex, cross-functional planning needs that require integrated labor forecasting alongside finance and supply chain.

Pricing

Custom quote-based pricing, typically starting at $50,000+ annually for mid-sized deployments, scaling with users, data volume, and modules.

Visit Anaplananaplan.com
9
7shifts logo

7shifts

specialized

Restaurant-specific scheduling software with sales-based labor forecasting and cost optimization.

Overall Rating8.1/10
Features
8.3/10
Ease of Use
8.7/10
Value
7.8/10
Standout Feature

Deep integration with 100+ POS systems for precise, real-time sales-based labor forecasting

7shifts is a restaurant-focused workforce management platform that includes labor forecasting capabilities to predict sales trends and optimal staffing levels. It integrates with numerous POS systems to pull historical sales data, enabling managers to forecast labor needs accurately and build cost-effective schedules. The tool emphasizes real-time adjustments and labor cost projections to help control expenses in the hospitality industry.

Pros

  • Strong POS integrations for data-driven sales forecasting
  • Intuitive interface for quick forecast creation and schedule optimization
  • Effective at reducing labor costs and overtime through predictive insights

Cons

  • Forecasting features are somewhat basic compared to dedicated analytics tools
  • Pricing scales quickly for multi-location operations
  • Limited customization options outside restaurant-specific use cases

Best For

Multi-location restaurant chains needing integrated labor forecasting with scheduling to optimize costs.

Pricing

Starts at $29.99 per location/month (Essential), $49.99 (Pro), with custom Enterprise pricing.

Visit 7shifts7shifts.com
10
When I Work logo

When I Work

specialized

Employee scheduling app with demand forecasting to predict labor needs based on sales and trends.

Overall Rating7.5/10
Features
7.2/10
Ease of Use
8.6/10
Value
8.0/10
Standout Feature

Sales forecast integration that automatically predicts labor demand from POS data

When I Work is an employee scheduling and workforce management platform that includes labor forecasting tools to predict staffing needs based on historical data, sales forecasts, and trends. It enables managers to build demand forecasts, optimize shift schedules, and control labor costs through intuitive dashboards. The software integrates with POS systems and offers mobile accessibility for real-time adjustments.

Pros

  • User-friendly interface with drag-and-drop scheduling
  • Strong mobile app for employees and managers
  • Integrations with popular POS and payroll systems

Cons

  • Labor forecasting lacks advanced AI-driven predictions
  • Limited customization for complex forecasting models
  • Reporting analytics could be more robust for large enterprises

Best For

Small to medium-sized businesses needing straightforward scheduling with basic labor forecasting capabilities.

Pricing

Free for up to 75 schedules/month; Standard plan at $2/active user/month; Advanced at $3.50/active user/month (billed annually).

Visit When I Workwheniwork.com

Conclusion

The top labor forecasting tools deliver tailored solutions, with UKG Pro leading as the top choice, boasting AI-driven precision and enterprise-grade capabilities. WorkForce Software stands out for real-time optimization and compliance, while Dayforce impresses through its integrated HCM and predictive forecasting—each offering distinct strengths to suit varied operational needs. Together, they underscore the evolving tools available to enhance labor efficiency.

UKG Pro logo
Our Top Pick
UKG Pro

Explore the leading option, UKG Pro, to start leveraging its advanced workforce forecasting and scheduling capabilities for your unique needs.