All Papers
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Ghost Jobs and the Broken Hiring Market
Nearly 1 in 5 job listings online doesn't actually exist. 93% of HR professionals admit to posting them. Here's what this means for your workforce strategy - and why planning from the inside out has never mattered more.
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Build, Buy, Borrow or Bot: The Talent Decision Framework
When a capability gap appears, most organisations default to hiring. There are four options - and hiring is often the worst one. A practical framework for making smarter workforce decisions before opening a single requisition.
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The Skills Half-Life Problem
Technical skills now expire in under 5 years - and some digital competencies in as little as 2.5. The economics of learning have fundamentally changed, and most organisations' L&D strategies haven't caught up.
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The EU AI Act: What HR Teams Must Do Before August 2026
The biggest AI regulation in history takes full effect in five months. If your organisation uses AI in hiring, performance management, or scheduling, you are likely running high-risk AI systems under the Act. The clock is ticking.
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The 11% Problem: Why Most Organisations Are Failing at Workforce Planning
Only 1 in 9 organisations does Strategic Workforce Planning at a genuinely strategic level. Here is what separates the minority that does it well - and what it costs the 89% that don't.
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Return to Office vs Hybrid: What the Data Actually Says
CEOs want everyone back. Employees disagree. And the data doesn't obviously support either side. Here is what the numbers actually show - and the question organisations should be asking instead.
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AI Transformation and the Future of Work: Insights from Davos 2026
Despite widespread AI adoption, fewer than half of organisations are capturing meaningful financial benefits from their investments. The gap between AI leaders and laggards is rapidly accelerating.
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Gender Diversity: Building Balance into the Workforce
Gender diversity has become essential for business success, with balanced organisations showing higher innovation and financial performance. Many companies still struggle with pay gaps and limited female leadership representation.
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Age Diversity: Leveraging Strengths Across the Career Lifecycle
Modern workforces span diverse age groups, each bringing distinct strengths and needs. Without intentional planning, organisations risk losing knowledge, underutilising talent, or creating generational silos.
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From Time-to-Market to Time-to-Skill: Creating Your Talent Supply Chain via SWP
Just as SAP revolutionised Supply Chain Management in the 1990s, OXYGEN transforms workforce planning today. Organisations now compete on how quickly they equip people with the right capabilities.
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Workforce Redeployment: Maximising Talent, Minimising Disruption
In rapidly changing business environments, organisations can strategically redeploy internal talent to fill evolving roles rather than relying on external hiring or downsizing. A data-driven approach reduces costs and improves retention.
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Generational Diversity: From Risk to Resilience
Today's workforce spans four generations: Baby Boomers, Gen X, Millennials, and Gen Z. This mix creates both organisational strength and risk. Organisations can transform generational dynamics into strategic advantage.
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AI-Enhanced Jobs: a Grassroots Approach
AI is rapidly transforming work at the day-to-day level. Meaningful change happens when employees themselves lead adaptation rather than waiting for top-down directives - emphasising individual empowerment and task-level innovation.
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Job Transformation in an AI Era
The rapid advancement of artificial intelligence is reshaping the global workforce, altering job roles across every sector. This paper proposes a unified, cross-industry approach to job transformation that emphasises collaboration and shared responsibility.
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Overcoming Challenges in Strategic Workforce Planning (SWP)
Strategic Workforce Planning is increasingly essential in today's dynamic business environment. This paper explores how organisations can overcome SWP implementation challenges through agile approaches, data-driven strategies, and tools like OXYGEN AI.
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