- Forbes argues that most current AI training programs create a sense of effectiveness but fail to generate real transformation within the business.
- Many organizations spend large budgets on prompt training, AI certifications, and tool-based courses, yet productivity and profits remain almost unchanged.
- According to a McKinsey survey in late 2025, 88% of businesses have used AI in at least one business activity.
- However, 62% are still in the experimental or pilot deployment stages.
- The author identifies three main reasons for AI training failure, all of which are unrelated to technology.
- The first mistake is that many programs fail to train leadership.
- Research from the RoAI Institute shows that businesses that train both leaders and employees generate 23 percentage points more value than those that only train employees.
- The second mistake is focusing on AI tools instead of redesigning workflows. The greatest value of AI comes from changing the entire operation, not just accelerating individual tasks.
- The third mistake is the lack of a culture of continuous experimentation while AI technology changes almost weekly.
- The author suggests that an AI certificate should only be a starting point rather than the final goal.
- Businesses need to measure changes in behavior, processes, and business results instead of course completion rates.
- Building a common AI language between departments is also considered a key factor in avoiding knowledge silos.
- Concepts such as LLMs, curated data, responsible AI, and hallucinations need to be understood consistently across the organization.
📌 The biggest challenge of AI training is not learning how to use the tools, but changing the way the organization operates. Successful businesses will train both leaders and employees, encourage continuous experimentation, and evaluate effectiveness through real business results. In the AI era, competitive advantage will come from the ability to redesign workflows and build a culture of continuous learning, rather than just accumulating AI certificates.
