The 2024 vintage has redistributed compliance priorities for legal departments, law firms, and HR services. Two structuring axes stand out: the implementation of the European regulation on artificial intelligence and the overhaul of the paid leave system during sick leave. These two projects require rapid operational adjustments, well beyond a mere reading of the texts.
European Regulation on Artificial Intelligence: Qualifying Its Role Before Achieving Compliance
The European regulation on artificial intelligence (AI Act) came into effect on August 1, 2024. Its tiered risk-based approach is now well known. What is less understood is the legal qualification challenge it imposes on each organization.
The same company can hold multiple statuses concerning an AI tool. It will be classified as a deployer when it uses a turnkey system. However, it shifts to the status of a provider as soon as it develops a model internally or substantially modifies an existing system. This dual role radically changes the scope of obligations: technical documentation, risk management, transparency towards end users.
The first concrete step is to create an inventory of AI tools and uses already deployed within the organization. Without this inventory, it is impossible to determine which obligations apply or at what risk level each system is categorized. To keep up with regulatory developments as they are published, the site www capitolex fr aggregates texts and analyses useful for legal professionals.

The compliance timeline is gradual, but systems classified as high risk (automated recruitment, credit scoring, biometric surveillance) concentrate the heaviest requirements. We observe that many organizations still treat AI as a technological innovation topic, whereas it is now a full-fledged legal compliance issue.
Paid Leave and Sick Leave: What the Reform Changes in Absence Management
The reform of the right to paid leave during sick leave constitutes the second major shift of 2024 in labor law. The principle is established: an employee on sick leave acquires rights to paid leave, including in cases of non-occupational illness. The previous rule, which limited this acquisition to work-related accidents and occupational diseases, is abandoned.
The operational impact goes beyond payroll. Absence management software, leave counters, and validation processes must integrate this new acquisition. For HR services, updating the settings is not optional.
Claim Deadlines and Retroactive Situations
The practical scope of this reform varies depending on whether the employment contract is still ongoing or has ended. Retroactive claims are not open indefinitely. Specific rules for deferral and deadlines govern claims, which requires particular vigilance during the final settlement.
An employee whose contract was terminated before the regulation came into effect does not automatically benefit from back pay. The relevant period, the duration of the leave, and the termination date determine eligibility. Each case therefore requires individualized analysis, not mass processing.
- Check the leave counters of employees who have been on sick leave in recent years, identifying periods potentially affected by retroactivity.
- Update the settings of HRIS software so that the acquisition of leave includes periods of non-occupational sick leave starting from the next reference period.
- Document the applicable deferral rules and claim deadlines to anticipate individual disputes, especially during contract terminations.
Legal Monitoring in 2024: Structuring Follow-Up Beyond Key Reforms
Two major reforms do not summarize a legal year. Business law, data protection law, and labor law produce a continuous stream of decisions, implementing decrees, and guidelines that modify practices without making headlines.
Effective legal monitoring relies on sorting by operational impact, not by the volume of published texts. A ruling from the Court of Cassation that clarifies the relationship between resignation presumption and job abandonment can have more consequences than a framework law whose implementing decrees are delayed.

Criteria for Prioritizing Legal Alerts
Not all texts deserve the same level of attention. Three filters allow for resource concentration:
- Does the text modify an existing obligation with a short compliance deadline (less than six months)? If so, it is given high priority.
- Does the text create a new litigation risk for the organization, for example by opening a retroactive claim right or expanding a liability category?
- Does the text pertain to an area where the company has already identified exposure (data protection, AI, labor law)? Cross-referencing with the existing risk map helps avoid blind spots.
This sorting avoids the classic pitfall of unread alerts. A legal department that receives several dozen notifications per week without a reading grid ends up addressing none of them.
Data and AI Compliance: The Convergence of Obligations in Corporate Law
The AI Act does not operate in isolation. It interacts with the GDPR, the NIS 2 directive on cybersecurity, and sectoral regulations (health, finance, insurance). An AI system processing personal data simultaneously activates multiple compliance regimes.
This convergence complicates internal governance. The DPO, compliance officer, and IT department must coordinate their analyses on the same tool. The temptation to treat each regulation in isolation exposes organizations to contradictions: a transparency measure required by the AI Act may conflict with a confidentiality obligation imposed by a contract or sectoral regulation.
Legal departments that anticipate this overlap of standards save time on compliance. Those that wait for the first audits or litigation risks may discover too late the extent of necessary adjustments. The year 2024 has laid the regulatory foundations; the concrete decisions are being made now.



