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Why does AI in HR need measurement science?

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Agile Workforce Planning

Adam Gibson · 2021

In a sentence

An agile, six-stage framework for aligning an organization's workforce with its evolving business strategy to improve performance and build resilience in a volatile world.

In today's fast-paced and unpredictable business environment, traditional, static workforce planning is a recipe for failure. This book provides a practical and definitive guide to Agile Workforce Planning, a dynamic and iterative methodology designed to continuously align your people with your organizational strategy. Author Adam Gibson lays out a clear six-stage framework—Baseline, Supply, Demand, Gap Analysis, Action Plan, and Deliver—that moves beyond outdated headcount budgeting. You will learn to achieve the 'Seven Rights' of workforce planning (right capability, size, shape, location, time, cost, and risk) and master the 'Seven Bs' of action planning, powerful levers that include often-overlooked demand optimization strategies ('Balance' and 'Bot') alongside comprehensive talent management tactics ('Buy', 'Build', 'Borrow', 'Bind', and 'Bounce'). Packed with real-world case studies and actionable insights, this is the essential handbook for any HR professional or business leader aiming to build a future-proof, productive, and strategically aligned workforce.

The four lenses

Science
Statistics
Systems
Strategy

The model

This model posits that the systematic application of the Agile Workforce Planning process, grounded in a clear understanding of the strategic context, leads to improved Workforce Alignment (achieving the 'Seven Rights'). This enhanced alignment, in turn, drives superior Organizational Performance and Organizational Resilience.

Strategic Context Claritycontextual condition

The degree of shared understanding across the organization regarding its strategic framework, including its purpose (why), mission, goals, objectives, business model, and the external PESTLE factors that may impact it. High clarity provides the essential 'why' for planning.

Agile Workforce Planning Applicationdesign lever

The extent to which the organization systematically and iteratively applies the six-stage agile workforce planning framework: Baseline, Supply, Demand, Gap Analysis, Action Plan (using the '7 Bs'), and Deliver. It reflects the adoption of the book's core methodology.

Workforce Alignmentpsychological state

The degree to which the workforce is optimally configured to meet evolving strategic requirements. This is a multidimensional state representing the achievement of the 'Seven Rights': having the right capability, size, shape, location, time, cost, and risk profile.

Organizational Performanceoutcome metric

The organization's effectiveness and efficiency in achieving its strategic and operational objectives. This includes improved productivity, cost reduction, profitability, and successful strategy execution.

Organizational Resilienceoutcome metric

The organization's capacity to anticipate, adapt, and thrive in the face of volatility, uncertainty, shocks, and disruption. It includes the ability to pivot strategy and redeploy the workforce effectively without significant performance degradation.

How they connect

agile workforce planning application → influences workforce alignment
workforce alignment → influences organizational performance
workforce alignment → influences organizational resilience
strategic context clarity → moderates agile workforce planning application

The process

The book's operating playbook is a six-stage, cyclical methodology for Agile Workforce Planning. This framework moves organizations from static, reactive headcount management to a dynamic, strategic alignment of people with business objectives. The process begins by establishing a comprehensive 'Baseline'—understanding the organization's strategic context, its current workforce composition, and securing stakeholder buy-in. With this foundation, the practitioner forecasts future workforce 'Supply' (what you'll have, considering churn and performance) and 'Demand' (what you'll need, based on strategic goals). The core of the method is the 'Gap Analysis', which compares the supply and demand forecasts over the entire planning horizon, not just at a single future point. This analysis defines the specific workforce problems that need to be solved. To address these gaps, an 'Action Plan' is developed using the author's 'Seven Bs' framework. This framework prioritizes 'Demand Optimization' levers ('Balance' and 'Bot') to improve processes and automate tasks before applying 'Talent Management' levers ('Buy', 'Build', 'Borrow', 'Bind', and 'Bounce'). Finally, the plan is put into action in the 'Deliver' stage, where it is managed as a living document. The process is iterative, with continuous monitoring, feedback loops, and 'workforce challenge sprints' to solve emerging issues. This final stage feeds back into an updated baseline, making agile workforce planning a continuous, embedded business process that builds organizational resilience and ensures the right capabilities are in the right place at the right time.

Agile Workforce Planning

To align an organization's people and capabilities with its strategic objectives for improved performance by continuously forecasting workforce supply and demand, identifying gaps, and implementing agile solutions.

When to use: Triggered by the need to align the workforce with business strategy, respond to market changes, manage talent shortages, or improve organizational productivity and resilience.

Step 1Analyze the strategic context of the organization.
Entry: A mandate to conduct workforce planning has been established.
Exit: A clear understanding of the organization's purpose, goals, and the external factors that may impact it is documented.
In: Business strategy documents, Market analysis reports, Stakeholder interviews · Out: Documented strategic context, including business model and PESTLE analysis.
Step 2Understand the current state of the workforce.
Entry: Strategic context has been analyzed.
Exit: A segmented workforce baseline and a list of priority roles for planning are established.
- Which workforce segments or roles of interest to prioritize for the planning cycle?
In: HRIS data, Financial data, Performance data · Out: A segmented workforce baseline report, Identified roles of interest
Step 3Gain stakeholder buy-in and agree on terms of reference.
Entry: Initial baseline analysis of strategy and workforce is complete.
Exit: A signed-off terms of reference document for the workforce planning cycle is created.
- Which planning horizons (e.g., 1-year, 3-year, 5-year) to focus on?
- What are the key planning scenarios to model against?
In: Stakeholder analysis, Initial findings from baseline steps · Out: Agreed-upon terms of reference
Step 4Forecast the future workforce supply.
Entry: Workforce baseline and terms of reference are agreed upon.
Exit: A quantitative forecast of workforce supply for each scenario is complete.
In: Historical workforce data, Workforce baseline report, Market trend data · Out: Workforce supply forecast
Step 5Forecast the future workforce demand.
Entry: Workforce baseline and terms of reference are agreed upon.
Exit: A quantitative forecast of workforce demand for each scenario is complete.
In: Strategic plans, Business forecasts, Productivity data · Out: Workforce demand forecast
Step 6Establish the gap between supply and demand.
Entry: Supply and demand forecasts are complete.
Exit: A documented gap analysis, articulating the core workforce problems, is approved by stakeholders.
In: Workforce supply forecast, Workforce demand forecast · Out: Gap analysis report
Step 7Develop a multi-faceted action plan using the 'Seven Bs' framework.
Entry: Gap analysis is complete and understood by stakeholders.
Exit: A documented and approved action plan ('plan of plans') is ready for implementation.
- Which of the 'Seven Bs' to prioritize?
- Which specific initiatives offer the best cost-benefit trade-off?
In: Gap analysis report, Stakeholder input from key partners (HR, Finance, Operations) · Out: A 'plan of plans' detailing initiatives, timelines, costs, benefits, and responsibilities (RACI).
Step 8Implement and embed the plan as a living process.
Entry: The action plan is approved.
Exit: The process is cyclical; completion of one cycle's delivery phase initiates the next cycle's baseline phase.
- When to iterate the plan versus staying the course?
- Which emerging issues warrant a 'workforce challenge sprint'?
In: The 'plan of plans', Ongoing performance data, Stakeholder feedback · Out: The desired future workforce, An embedded, continuous workforce planning process, An updated baseline for the next cycle

The story

The reader A Human Resources professional, business leader, or workforce planning practitioner struggling to make their organization's talent strategy responsive and aligned with its strategic goals.

External problem

Traditional workforce planning methods are too slow, static, and disconnected from the fast-paced, uncertain (VUCA) reality of the business, resulting in persistent skill gaps, reactive hiring, and an inability to execute strategy effectively.

Internal problem

They feel frustrated, overwhelmed, and undervalued, constantly firefighting talent issues or creating elaborate plans that quickly become obsolete, making them feel like a reactive administrator rather than a strategic partner.

Philosophical problem

It's just plain wrong that organizations invest millions in business strategy but fail to systematically align their most critical asset—their people—to execute it, leading to wasted potential, missed opportunities, and organizational fragility.

The plan

Baseline: Analyze the strategic context and your current workforce to establish a clear starting point and gain stakeholder buy-in.
Supply & Demand: Forecast the evolution of your existing workforce (supply) and the future needs of the business (demand).
Gap Analysis & Action Plan: Identify the gap between supply and demand, then create a plan using the 'Seven B' levers to close it.
Deliver: Implement the plan as a living, iterative process, continuously monitoring, adapting, and embedding it into the business rhythm.

Success

Becoming a respected strategic partner who proactively shapes the workforce to drive business success.
Leading an organization that is resilient, adaptable, and consistently has the right capabilities to meet its goals.
Making data-driven decisions that optimize talent investments, reduce costs, and mitigate workforce risks.

At stake

Remaining stuck in a reactive, tactical cycle of firefighting talent crises and managing outdated processes.
The organization continues to suffer from critical skill gaps, high turnover, and a failure to execute its strategy.
Wasting valuable resources on ineffective talent initiatives while competitors with better-aligned workforces win.

Chapter by chapter

ch01What is workforce planning?
This chapter defines workforce planning as a strategic approach that aligns workforce needs with organizational goals, focusing on the critical elements and frameworks involved in effective workforce management.
ch02Evolution of workforce planning
This chapter examines the historical trajectory and current state of workforce planning, highlighting its evolution and the essential role it plays in effective organizational strategy.
ch03The value and limitations of workforce planning
This chapter explores the dual nature of workforce planning, highlighting its potential benefits while uncovering its inherent limitations.
ch04Understanding the workforce
This chapter argues that effectively understanding and analyzing the workforce is crucial for organizations seeking to leverage human capital strategically, using data-driven approaches to inform workforce segmentation and analytics.
- Organizations that utilize robust data-gathering strategies improve their understanding of workforce dynamics.
- Workforce segmentation is a critical strategy for tailoring management approaches to different employee groups.
- Ignoring workforce analytics can lead to misinformed decisions, resulting in disengagement and productivity losses.
- A culture of data-driven decision-making fosters better morale and increases overall organizational performance.
ch05Gaining buy-in
This chapter explores the critical process of securing stakeholder buy-in for decisions, emphasizing the importance of mapping and engaging stakeholders effectively.
- Engaging stakeholders is not merely an optional step; it's a critical factor in decision-making success.
- Stakeholder mapping enables leaders to understand the broader dynamics at play and facilitates a more strategic engagement approach.
- Fostering early and meaningful stakeholder engagement can transform opposition into enthusiasm for the final decision.
- Clear terms of reference help establish expectations and mutual accountability among decision-makers and stakeholders.
ch06p01Understanding workforce evolution (part 1/2)
This chapter explores the dynamics of workforce evolution, examining organizational churn, emerging megatrends, and the impact of skill decay on workforce performance and planning.
- Understanding the dynamics of organizational churn is vital for effective workforce management in an evolving landscape.
- The impact of megatrends must be recognized to develop proactive workforce strategies that ensure competitiveness.
- Skill decay poses a significant threat to workforce performance, necessitating ongoing training and development investments.
- Agility in workforce planning can enhance organizational resilience amidst constant change.
ch06p02Understanding workforce evolution (part 2/2)
This chapter discusses the evolution of workforce practices, emphasizing agile methodologies and the necessity for organizations to adapt quickly to changing environments in order to thrive.
- Agility is not merely a methodology; it is essential to survival in today’s business landscape.
- Organizations that master agile practices are 60% more likely to achieve financial success.
- The OODA loop serves as a powerful framework for rapid decision-making during crises.
- A culture that values learning from failure can transform internal dynamics and foster innovation.
ch07The agile approach
The chapter establishes the foundational principles of agile thinking and workforce planning, framing agility as essential for adapting to complexity and fostering collaboration among stakeholders.
- Agility in workforce planning is not just a strategy but a necessary mindset for navigating complexity and change.
- The Agile Manifesto's principles extend beyond software development and can significantly enhance workforce planning.
- Engaging stakeholders continuously ensures that workforce strategies remain aligned with business realities.
- Flexibility must be a core principle in workforce planning; rigid processes undermine the potential for effective results.
ch08Analysing the strategic context
Understanding the strategic context of an organization is crucial for navigating today’s complex market, necessitating an analysis of both external factors and a solid internal alignment.
- Understanding the strategic context is essential for navigating today’s complex market landscape.
- Organizations now operate across multiple sectors, each demanding tailored strategies for value creation.
- Business model innovation is central to capturing and delivering value effectively.
- Regular environmental scanning and strategic alignment can protect organizations against unforeseen market shifts.
ch09Understanding Workforce Evolution
The chapter examines the evolving dynamics of workforce modeling, emphasizing the critical need for managing turnover and demographic shifts to maintain productivity and alignment with organizational goals.
- Effective workforce modeling requires a clear understanding of turnover without the obfuscation of hiring dynamics.
- 38% of turnover comes from employees leaving within their first year, constituting a significant loss that organizations must mitigate.
- Retirement plans require careful segmentation and historical data to forecast accurately, taking age demographics into account.
- Megatrends like migration and technological advancement drastically shift workforce capabilities and requirements.
ch10The Nature of Demand
This chapter explores the complex interplay between workforce planning, budgeting, and demand dynamics, highlighting the crucial role of understanding both fixed and variable demand across different sectors.
- Understanding demand dynamics in an organization requires a nuanced approach that balances fixed and variable aspects.
- Budgets serve not just to control expenses but fundamentally aim to shape and respond to demand.
- Employing both output and input-based approaches provides comprehensive insights into labor requirements.
- A well-structured demand calculation process is vital for informed decision-making in workforce planning.
ch11Forecasting Demand
This chapter emphasizes the critical role of forecasting demand in workforce planning, exploring how internal and external changes influence labor needs.
- Demand forecasting is not merely a mathematical task; it requires a nuanced understanding of both internal and external factors influencing labor needs.
- Reference class forecasting can significantly enhance the accuracy of demand predictions by reducing cognitive biases.
- The Fourth Industrial Revolution necessitates a keen focus on technological advancements and their impact on labor demand and skills requirements.
- Awareness of the emotional stages workers experience during change is essential for effective workforce planning and transition management.
ch12Establishing the Gap
The chapter argues that for effective workforce planning, understanding and addressing the gap between supply and demand is crucial, as this gap is dynamic and requires continuous analysis throughout the planning horizon.
- Recognizing that the gap between supply and demand in workforce management is fluid enables more effective planning strategies and operational decisions.
- Effective workforce planning must be an ongoing dialogue that engages stakeholders to ensure alignment with strategic objectives.
- Employing scenario-based planning allows organizations to prepare for a variety of futures, reducing the risk of labor shortages or surpluses.
- Quantifying the gap through frameworks like the seven rights enhances understanding of workforce needs at various organizational levels.
ch13The Planning Approach
The chapter explores the necessity of collaboration across military and corporate sectors to create agile workforce planning by overcoming silos and embracing a 'team of teams' approach.
- The bonds within squads are different from those between squads, indicating the critical nature of inter-team collaboration.
- Collaboration across departments is essential for effective workforce planning; silos must be dismantled for collective success.
- The best ideas emerge not in silos but from the amalgamation of different perspectives, highlighting the value of diverse inputs in innovation.
- The aim of workforce planning is not merely to create a plan but to build the right workforce capable of executing that plan effectively.
ch14Demand Optimization
This chapter explores the principles and practices of demand optimization in organizations, emphasizing the need for systemic thinking over individual performance management.
- Demand optimization requires a systemic focus; shifting away from individual-centric performance metrics can unleash greater productivity.
- The failures of the B-17 aircraft demonstrate the dangers of overlooking systemic design in performance management.
- Embracing kaizen and continuous improvement is essential to fostering organizational adaptability and resilience.
- Job satisfaction increases when roles incorporate meaningful tasks and employee autonomy aligned with intrinsic motivation.
ch15p01Talent management (part 1/2)
This chapter explores the strategic frameworks surrounding talent management, including the holistic approaches of buying, building, borrowing, binding, and bouncing human capital to optimize organizational effectiveness.
- Effective talent management requires a departure from reactive hiring methods in favor of proactive strategies utilizing the five levers.
- Organizations benefit from segmenting workforce capabilities and aligning specific strategies to meet distinct needs.
- A well-defined employee value proposition plays a crucial role in attracting and retaining talent amidst competition.
- Learning from existing talent pools, organizations can reduce dependency on traditional recruitment methods to address pressing workforce shortages.
ch15p02Talent management (part 2/2)
This chapter interrogates the various levers of talent management—including attraction, retention, and talent mobility—as tools to effectively navigate workforce challenges and optimize organizational capability amidst shifting market demands.
ch16Creating the plan
The chapter presents a detailed framework for creating an effective workforce plan that aligns with organizational strategy, while addressing the inherent challenges and intricacies of workforce planning in a dynamic environment.
- A successful workforce plan goes beyond a static document; it is a living strategy that requires ongoing management and adaptability.
- Aligning workforce planning with organizational strategy is critical for achieving desired business outcomes.
- Stakeholder communication is paramount; clear reporting and structured engagement can mitigate resistance and foster support.
- Use the RACI framework to assign accountability appropriately, thus ensuring that execution is properly monitored and managed.
ch17Implementing the plan
This chapter presents a framework for effectively implementing a workforce plan, balancing quality, risk management, and communication, while fostering an agile environment responsive to change.
ch18Becoming a workforce planning professional
This chapter articulates the journey towards becoming a skilled workforce planning professional, emphasizing an agile methodology that addresses workforce challenges while fostering diversity and inclusivity.
- Effective workforce planning connects engaged individuals with meaningful work, creating pathways out of poverty.
- Adopting a mindset of agility in workforce planning allows organizations to respond swiftly to changing demands.
- Diversity and inclusion must be prioritized in workforce strategies to enrich organizational culture and effectiveness.
- Iteration and feedback are vital components in developing responsive and sustainable workforce management practices.

Questions this book answers

What is agile workforce planning and how does it differ from traditional approaches?
How can organizations effectively align their people and capabilities with business strategy in a VUCA (Volatile, Uncertain, Complex, Ambiguous) world?
What is the six-stage framework for implementing agile workforce planning?
How do you forecast future workforce supply and demand using both quantitative and qualitative methods?
What are the 'Seven Rights' of workforce planning that every plan must address?

Glossary

Strategic Context Clarity: The degree of shared understanding across the organization regarding its strategic framework, including its purpose (why), mission, goals, objectives, business model, and the external environmental factors that may impact its execution.
Agile Workforce Planning Application: The extent to which the organization systematically and iteratively applies the six-stage agile workforce planning framework to align its people with its strategy, moving beyond static plans to a continuous, adaptive process.
Workforce Alignment: The degree to which the workforce is optimally configured to meet the organization's evolving strategic requirements, representing the successful achievement of the 'Seven Rights' of workforce planning.
Organizational Performance: The organization's effectiveness and efficiency in achieving its primary business objectives, including financial results, operational excellence, and market position.
Organizational Resilience: The organization's capacity to anticipate, adapt, and thrive in the face of volatility, uncertainty, shocks, and disruption, including the ability to become 'antifragile' and get stronger from stressors.

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