Programação da força de trabalho

Criando operações eficientes e equipes mais felizes.

Prefácio

Accurate workforce forecasting isn't just important—it's critical for successfully scaling your business.

As organizations grow, workforce leaders need to ensure the right number of employees are ready to deliver exceptional customer experiences across all channels.

This is where the power of workforce forecasting comes into play. By leveraging data analytics to examine historical patterns and predict future demands, workforce leaders can make strategic staffing decisions that drive business success.

The stakes are high: without proper workforce forecasting, organizations often face challenges.  From frustrated customers waiting too long to employees struggling to maintain quality standards, these issues can quickly impact bottom line and team morale.

This guide will lead you through the basics of workforce forecasting, its impact on business success, and the key features to look for in a forecasting solution.

Capítulo 1

O que é agendamento da força de trabalho?

Workforce forecasting is a data-driven approach that helps organizations anticipate and plan for their future staffing requirements.

At its core, this strategic process involves analyzing key factors, such as:

  • Historical patterns in customer demand and workload
  • Current business performance and service levels
  • Expected growth and upcoming initiatives
  • Seasonal fluctuations and market trends

Think of workforce forecasting as a GPS for staffing decisions. It helps you navigate the path between your current workforce and the team you'll need to meet future business objectives while maintaining service levels (SLAs).

The goal is simple: ensuring you have the right number of people with the right skills available at the right time - no more, no less. This precision helps avoid both understaffing and overstaffing, leading to better resource optimization, employee experience and customer satisfaction.

Chapter 2

Key components of workforce management forecasting

Workforce management (WFM) forecasting is an important portion of overall WFM, and it operates at two distinct levels:

Fig. 1
Forecasting Key Components

Short-term forecasting

Focuses on day-to-day needs, maintaining optimal staffing levels for current business demands. This includes scheduling, schedule adherence, shift planning, and immediate resource allocation.

Long-term forecasting

Addresses strategic planning needs, typically looking 12-24 months ahead to align workforce capabilities with business objectives.

Capítulo 3

Benefícios de usar uma solução WEM para agendamento da força de trabalho

Leitura adicional:

Como o agendamento flexível promove o equilíbrio entre vida profissional e pessoal e equipes mais felizes

Market trends

To help your organization prepare for future staffing needs and stay competitive, workforce demand forecasting should consider:

  • Emerging technologies that could impact job roles or skill requirements
  • Shifts in customer interaction preferences (digital vs. traditional channels)
  • Industry-specific trends affecting service delivery models
  • Changes in work patterns (remote work, hybrid models, flexible scheduling)

Growth projections and business expansion

When planning your future staffing needs, you must align workforce planning with business strategy while staying flexible to adapt to change. Here are the key considerations:

  • Geographic expansion: Will growth be local or global? Geographic expansion often requires new talent pools with different skills, including language proficiency and cultural awareness.
  • Product and service evolution: Does a new offering require different workforce expertise? Consider whether current staff can be upskilled or if new hiring is necessary.
  • Operational scale: How will scaling operations affect the workforce structure? Consider the need for additional support and supervision roles, and how new processes and workflows might change staffing requirements.

Competition and market positioning

Your workforce strategy must account for competitive dynamics in your industry. Here's how to strengthen your market position through smart workforce planning:

  • Competitive intelligence: What compensation and benefits packages do competitors typically offer? Track industry-specific perks that attract top talent.
  • Unique value proposition: What unique talent requirements differentiate you from your competitors?
  • Market differentiation: Create a strong reputation as a top employer in your industry. Use people-first initiatives and a positive workplace culture to attract talent.

Current workforce capabilities

Regular capability assessments help you identify both strengths to leverage and gaps to address before they become operational challenges. Let's break down the key areas you need to assess:

  • Staffing distribution: How many employees are in each department? Is this number right for the workload demand?
  • Performance metrics: How well is your team performing? Are you tracking KPIs specific to each role?
  • Adaptability: When things change (and they always do!), how quickly can your team adapt?
  • Leadership pipeline: Who are your future leaders, and are they ready to step up when needed?

Skills inventory assessment

When you think about your skills inventory, it is important to know your team’s capabilities. Here are some to consider:

  • Core competences: Do you map out technical and soft skills?
  • Hidden talents: Are you creating opportunities for employees to showcase their knowledge?
  • Cross-functional capabilities: Do you identify employees with multi-department experience? (You might have more flexible talent than you realize!)

Workforce gap analysis

Staying ahead of workforce needs helps prevent reactive hiring decisions. Here's what to analyze:

  • Attrition rates: How do your attrition rates compare to industry benchmarks?
  • Succession planning: Which key positions might become vacant soon? Have you developed internal talent to step into their roles?
  • Talent management: Looking ahead 6 months, 1 year, or even 3 years—what talents will you need to support business growth?
Capítulo 5

Enfrentando os desafios do gerenciamento da força de trabalho por meio de um agendamento eficaz

Programação ineficiente da equipe
Gestão de custos de mão de obra
Gerenciamento remoto da força de trabalho
Engajamento e retenção de funcionários
Informações de agendamento em tempo real
Enhanced employee retention
Chapter 5

Best practices for strategic workforce forecasting

01

Establish your baseline

Start by building a solid foundation - understand your organization's current needs and future direction.

For day-to-day operations, assess your core staffing requirements: how many employees you need, how to schedule shifts, how to cover all channels, and how special projects affect staffing levels.

When thinking long-term, consider factors like:

  • How workforce decisions will impact budget targets
  • Business growth and expansion plans
  • How technological advancements and operational improvements might reshape workforce needs
02

Gather data

Reliable data forms the foundation of effective forecasting. To make informed decisions, you need a clear understanding of past patterns, present trends, and future projections. Here's what to analyze:

  • Historical workforce metrics and trends
  • Seasonal fluctuation patterns
  • Performance and productivity data
  • Industry benchmarks and market trends
  • Customer feedback and satisfaction metrics to align staffing with service quality
  • Employee engagement and retention data
03

Choose your workforce forecasting software

Workforce forecasting requires robust tools. While spreadsheets can work, they lack efficiency and don't scale well as businesses grow.

Modern workforce management (WFM) platforms provide sophisticated capabilities, including AI-driven forecasting, real-time analytics, and automated scheduling optimization.

These platforms save time and deliver more accurate forecasts by analyzing multiple variables simultaneously—from historical trends to seasonal patterns.

When selecting workforce forecasting software, consider these key factors:

  • Look for flexible forecasting capabilities that enable multiple "what-if" scenarios to explore different staffing strategies
  • Ensure advanced algorithms that combine historical patterns and external data for precise forecasting
  • Evaluate integration capabilities with existing systems
  • Consider ease of use, available support, and training needs
  • Verify that the platform can grow with your business
  • Look for real-time adjustment features for dynamic workforce management
04

Establish KPIs

Remember that you can only improve what you measure, so it’s important to define meaningful metrics to track forecasting effectiveness. Consider measuring these key indicators:

  • Forecast accuracy rates
  • Scheduling and staffing metrics (shift coverage, overtime, attendance, average handle time (AHT), and schedule adherence)
  • Service level achievement rates
  • Employee satisfaction and retention metrics
  • Customer experience metrics tied to staffing levels
05

Keep monitoring

Workforce forecasting isn't a "set it and forget it" process. Regular monitoring, adjustments, and feedback loops ensure your forecasting stays accurate and aligned with business needs.

Chapter 6

The rise of AI-powered workforce forecasting

AI-powered workforce forecasting is changing how organizations predict and plan their future labor needs with unprecedented accuracy. This technology helps workforce leaders make better-informed staffing decisions, especially in complex omnichannel contact center environments.

A flat-style illustration showing AI evaluating various inputs and generating a forecast.
Fig. 3
AI-powered forecasting

The power of AI workforce forecasting lies in its ability to process vast amounts of data at the same time. Modern AI systems analyze historical staffing patterns, seasonal trends, customer behavior, and business metrics to generate highly accurate forecasts.

In contact centers, for example, AI can predict staffing needs across multiple channels by analyzing contact patterns, handle times, and customer preferences.

However, it's important to understand that AI doesn't replace human expertise - it enhances it.  The most effective AI forecasting solutions combine the power of machine learning with the understanding and experience of workforce planners.

Looking ahead, AI forecasting will continue to evolve. Soon, WFM forecasting systems will adapt to changing conditions in real-time, anticipate potential staffing challenges, and recommend optimal solutions based on past successes.

Organizations that successfully integrate AI capabilities while preserving their workforce planning teams' insights will be best positioned to tackle future staffing challenges.

Figura 7
Melhorando a experiência dos funcionários com a Aspect
Capítulo 7

Reimaginando o agendamento da força de trabalho com a Aspect

Aspect Workforce delivers advanced forecasting capabilities as the cornerstone of effective workforce management. Our platform uses sophisticated algorithms to analyze historical data patterns and trends, helping organizations accurately predict contact center volumes and optimize staffing levels.

Whether you're scaling your workforce or maximizing resource allocation, Aspect WorkforceOS provides the tools you need to manage your most valuable asset – people.

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