Since February 2, 2025, Article 4 of the European AI Act requires companies using artificial intelligence systems to train their teams on these technologies. This obligation does not depend on the size of the organization or the frequency of tool usage. The regulatory framework reshapes job market expectations, with online training becoming central to the process.
Shadow AI in companies: the problem that training catalogs ignore
Before choosing a training program, a preliminary step is gaining traction in organizations: inventorying the AI tools actually used by employees. Several companies find that their teams adopt applications without official validation, a phenomenon referred to as shadow AI.
This gap between declared tools and used tools changes the game. Training an employee on the theoretical principles of artificial intelligence without knowing the software they handle daily is akin to teaching traffic laws without knowing what vehicle they drive.
Field feedback varies on this point: some organizations believe a complete audit is necessary before any registration in a training program, while others prefer to start with a common foundation and then adjust. The available data does not allow for a definitive conclusion, but the trend is clear. Consulting the training on Il était un Job can help identify paths that take this operational reality into account rather than offering a one-size-fits-all program.
Online AI training: what the AI Act really requires from companies
Article 4 of the European regulation on artificial intelligence does not prescribe a single diploma or certification. It requires providers and professional users of AI systems to develop the skills, knowledge, and understanding necessary for informed use. The nuance is significant.
Compliance relies on proof of a skills development approach, not on an administrative stamp. A small business that documents internal sessions tailored to its teams’ roles can meet this requirement just as well as a large company that has purchased an expensive certification catalog.
Tailoring the training to the job rather than a generic framework
The most relevant training takes into account the job, experience, and actual usage of the teams. An accountant using a data entry automation tool has different needs than a marketing manager leveraging AI content generation.
The French market is beginning to structure its offerings around this logic. France Travail and the OPCOs are gradually integrating AI-related paths into their funding schemes, including through the CPF. However, not all labeled paths cover the specific obligations of the AI Act, and verifying the content remains the employer’s responsibility.
Online certifications and market value
The common reflex is to accumulate visible certifications on a professional profile. Google, Microsoft, and other major players offer certifying paths accessible online, often at moderate or even free rates.
The question of the real value of these certifications deserves to be raised. A recruiter quickly distinguishes a candidate who completed a course in a few hours from a professional capable of demonstrating a concrete application of their learning on a project.
What makes the difference in an online training path
Three criteria separate a training that genuinely enhances a career from a mere decorative badge:
- The presence of projects applied to real business cases, with concrete data to manipulate rather than theoretical exercises disconnected from the field
- Individualized support or mentorship, even minimal, that allows for questions related to one’s own professional context
- Recognition of the path by public funding schemes (CPF, OPCO, FNE-Formation), which serves as an indicator of the program’s seriousness
A project carried out from start to finish is worth more than a dozen badges on a LinkedIn profile. Recruiters in data or artificial intelligence fields are increasingly checking for concrete achievements.
CPF and OPCO funding: accessing training without upfront costs
Funding remains the most frequently cited barrier by employees considering online training. Several schemes coexist in France, but their articulation lacks clarity.
The CPF allows for direct funding of certain certifying training related to artificial intelligence, data analysis, or project management. The OPCOs cover complementary paths, particularly under the FNE-Formation for companies engaged in a digital transition.
Check eligibility before committing
Not all online training is eligible for these funding options. The classic trap is to enroll in an attractive course only to discover that no funding is available. A few points to check before confirming a choice:
- Is the training organization listed on the Mon Compte Formation platform with a valid certification number?
- Does the program cover skills identified in the national directory of professional certifications (RNCP) or the specific directory?
- Has the company consulted its OPCO to know the available budgets, which vary by professional sector and organization size?
The structuring of public offerings is progressing, but access to the right funding still largely depends on the individual approach of the employee or employer.
The framework established by the AI Act accelerates a movement already underway. The online training that will survive this regulatory wave will be those that have adapted their content to the realities of each job, rather than selling a standardized learning experience. For employees as well as employers, the priority is no longer to tick a compliance box but to build operational skills on the tools actually deployed in the company.
