The key to AI success already exists within your organization. It’s your people.
83% of HR professionals believe their company’s success is now more dependent on upskilling their existing employees for AI rather than hiring external talent. And despite an all-time high AI utilization, many organizations still struggle to connect their workforce’s AI activity with measurable impact.
The AI Skills Maturity Model is a practical framework designed to help organizations build AI capability over time and create the conditions for lasting transformation. It’s built to assess readiness, identify capability gaps, and create a clearer path from experimentation to measurable impact.
AI capability isn’t just about the technology
Many organizations treat AI capability solely as a technology initiative, when it’s just as much (if not more) a workforce initiative. As a result, we start to see common challenges:
| Challenge | Impact |
| AI use remains isolated to individual contributors | Limited organizational value |
| Leaders encourage AI but don’t actively model adoption | Lower employee confidence |
| Training is delivered once and rarely reinforced | Skills fail to stick |
| Teams lack role-specific guidance | Adoption remains inconsistent |
| Success is difficult to measure | ROI becomes unclear |
Even organizations with significant AI investments see these challenges, with 36% of saying low employee buy-in is impacting their AI training ROI.
Building AI capability doesn’t happen all at once
The AI Skills Maturity Model helps organizations understand where employees are with their AI capability today and what support they need to continue progressing.
| Stage | Focus | Outcome |
| Literate | Foundational AI literacy | Adoption |
| Applied | Role-based utility | Proficiency |
| Operational | Workflow integration | Efficiency |
| Transformational | Strategic reinvention | Market advantage |
Most organizations as a whole sit somewhere between the Literate and Applied stages—but within a workforce, it’s likely that different teams and individuals are progressing their AI skills at varying stages of capability—which makes having the right training provider even more essential for success.
The full AI Skills Maturity Model explores each stage in greater detail, including common challenges, indicators of success, and practical actions organizations can take to continue supporting their employees’ AI capability.
Real AI transformation starts with leadership
Less than half of organizations offer leadership-specific AI training, leaving many leaders to figure it out on their own. Without using AI confidently themselves, it’s often challenging for leaders to guide adoption, evaluate opportunities, and help teams navigate change.
That’s why General Assembly and EZRA partnered to deliver AI for Leaders, a program designed to help executives and decision-makers build practical AI skills, strengthen decision-making, and lead workforce transformation with confidence.
Why the human advantage matters more than ever
As AI becomes more deeply embedded into work, competitive advantage increasingly comes from human capabilities that technology can’t replace:
- Curiosity
- Discernment
- Humility
- Connection
Focusing on the human advantage helps teams evaluate information, adapt to new ways of working, collaborate effectively, and make better decisions in rapidly changing environments.
Because AI capability isn’t just about learning new tools. It’s about helping people develop the confidence and judgment to use them effectively.
Download the AI Skills Maturity Model
AI transformation is an ongoing process of learning, applying, integrating, and scaling new ways of working.
We’ve built a practical roadmap for building AI capability across your workforce and helping teams move from experimentation to measurable impact. Download the AI Skills Maturity Model to explore the framework in detail, learn how leading organizations are developing AI capability, and identify the next steps for your workforce.
Looking for a more tailored approach? Get in touch to discuss AI training, leadership development, and workforce transformation programs designed to help your organization build lasting AI capability at scale.
FAQs
What is AI capability?
AI capability is an organization’s ability to apply AI effectively across employees, teams, workflows, and business functions to drive measurable outcomes.
Why is AI capability important?
Organizations with strong AI capability are better positioned to adopt new technologies, improve productivity, support innovation, and create long-term business value.
What is an AI maturity model?
An AI maturity model is a framework that helps organizations understand their current level of AI development and identify steps needed to improve capability and adoption.
How can leaders support AI adoption?
Leaders can support AI adoption by developing their own AI skills, modeling usage at strategic levels, communicating goals clearly, and creating opportunities for employees to learn and apply AI in real work environments.
How do you build AI capability across an organization?
Organizations build AI capability through a combination of leadership development, role-based training, practical application, workflow integration, and ongoing learning opportunities.