AI-Ready Workforce
Build the human capacity required to turn AI investment into results
AI can expand what people and organizations achieve, but giving employees access to a tool doesn’t mean they know how it fits into their workflow or when to trust its outputs. The Energy Project helps people build the capacity, curiosity, judgment, and courage to engage with AI confidently and responsibly.
AI Transformation Rests on Human Energy
AI is entering everyday work, yet organization-wide value remains harder to capture. In McKinsey’s 2026 survey, only 37% of respondents attributed a positive impact on their organization’s EBIT to AI use.1 People need the space and support to acquire new skills, question outputs, redesign workflows, and bring others along.
New tools can be unsettling to familiar roles and ways of working, leading to both hesitation around experimentation and reluctance to share concerns. Preparing people to meet this moment with curiosity and sound judgment is critical to an organization making full use of its technology investment.
Who This Work Is For
- Organizations moving from AI pilots to adoption across teams.
- Leaders guiding change where fear, fatigue, or resistance is slowing progress.
- HR and Learning teams building AI capability and supporting employees through change.
- Teams seeking to preserve critical thinking while using AI to improve work.
What Makes a Workforce AI-Ready
New technology is important, but it requires the human capacity to adapt as tools, roles, and expectations change. Our work focuses on three connected capabilities:
Capacity
People have the energy and focus to learn, think clearly, and adapt amid competing demands.
Creativity
People test useful applications, challenge assumptions, and improve how work gets done.
Courage
People act through uncertainty, question unreliable outputs, raise concerns, and use AI responsibly.
The Business Case for Human Readiness
While organizations tend to focus on the technological side of an AI rollout, it also asks for a change in how people work. When the workforce doesn’t feel the confidence, courage, and safety to take on the shift, they can end up frozen or lacking the discernment necessary to judge AI outputs, and ultimately, over- or under-relying on the tools. Helping people access those capacities allows organizations to take full advantage of their investment.
The data points to real risk where readiness lags, and real opportunity where it’s already taking hold:
The share of digital transformations that met or exceeded target value and produced sustainable change. This is a broader digital-transformation finding, not specific to AI projects.2
The World Economic Forum expects this share of workers’ existing skills to change or become outdated by 2030.3
Employers surveyed by the World Economic Forum that cited skill gaps as a major barrier to business transformation.4
AI users in McKinsey’s 2026 AI survey who said AI improved their individual productivity, showing an opportunity to build on gains already felt by employees.5
What an AI-Ready Workforce Makes Possible
More purposeful adoption
Employees understand where AI can help and the boundaries for using it.
Better experimentation
Teams test practical use cases, learn from results, and improve workflows.
Improved human judgment
People evaluate AI-generated work, recognize limitations, and remain accountable for decisions.
Continued adaptation
Teams stay open to change as tools and expectations evolve.
How We Build Human Readiness for AI
We help employees recognize their responses to uncertainty and practice the behaviors that make change possible in daily work:
Recognize reactive patterns
Notice when pressure or fear leads to avoidance, defensiveness, or excessive control.
Regain capacity
Use practical strategies to stay focused and open to learning when demands are high.
Lead with curiosity
Ask better questions, explore new possibilities, and invite different perspectives.
Act responsibly
Experiment within clear boundaries, challenge outputs, surface concerns, and share what is learned.
AI Readiness in Practice
The workshop was a powerful, practical experience for each of us to truly check in with ourselves and each other. It gave us language, insight and inspiration to transform fear and anxiety into courage and connection.
Robert Freese
Director People Advisory Services at EY
Frequently Asked Questions
What is an AI-ready workforce?
Why do organizations need to prepare people for AI adoption?
How does The Energy Project help build AI readiness?
Does this replace technical AI training?
How might this look in practice?
Build the Human Capacity Behind AI Transformation
The Energy Project helps people engage with AI thoughtfully and creatively, while staying grounded in human judgment. Let’s build the capacity to turn new tools into better work.
Research Sources
- McKinsey, The State of AI: Global Survey 2026. mckinsey.com/capabilities/quantumblack/our-insights/the-state-of-ai
- BCG, Flipping the Odds of Digital Transformation Success (2020). bcg.com/publications/2020/increasing-odds-of-success-in-digital-transformation
- World Economic Forum, Future of Jobs Report 2025. weforum.org/publications/the-future-of-jobs-report-2025/digest