AI is rapidly reshaping roles, workflows, and expectations across industries. But organizations will not achieve AI advantage through technology alone. They also need to develop an AI-capable workforce – and AI upskilling must be a core component of any AI implementation strategy.
Drawing on research from the World Economic Forum, Microsoft, Deloitte, PwC, NIST, and the EU AI Act, this white paper demonstrates that AI capability is now a strategic, operational, and governance requirement. It shows how productivity gains vary sharply by worker and context, why AI literacy is becoming a compliance expectation, and how organizations can build scalable, role-based capability that keeps pace with fast moving tools.
The paper also provides a practical framework for leaders who want to move beyond experimentation and embed AI into the fabric of work – safely, confidently, and at scale.
The report explores:
- Why AI value depends on human capability
- The widening AI skills gap
- How productivity gains vary by worker
- AI literacy as a governance requirement
- What effective AI upskilling looks like.
Meet the author
Rodrigo Bolaños, Executive Director LATAM and Global AI Strategy, Mindtools Kineo
Rodrigo is the LATAM Executive Director and AI Officer at Mindtools Kineo, where he leads the company’s global AI strategy and the development of AI-powered learning solutions.