For a long time, the auditing profession has been structured around a fundamental mission: verifying the reliability of the financial, operational, or regulatory information produced by organizations. The work relied on rigorous methodological expertise, the analysis of data samples, …
When Artificial Intelligence Runs the City: Urban Planners Confronting Data-Driven Environments
For a long time, the profession of urban planning has been centered on a core mission: organizing space to meet the needs of communities while ensuring balanced regional development. The work relied on a combination of technical expertise, …
When Artificial Intelligence Automates Medication Management: Pharmacists and Intelligent Systems
For a long time, the role of a pharmacist has been centered on a dual mission: ensuring the safe dispensing of medications and helping patients use them properly. The profession was based on in-depth scientific expertise and detailed knowledge…
When Artificial Intelligence Automates Cybersecurity: The Role of the Cybersecurity Expert in the Age of Autonomous Systems
For a long time, cybersecurity was primarily a reactive discipline. Cybersecurity experts would step in after an incident, analyzing event logs, identifying vulnerabilities, and implementing fixes to mitigate the impact of attacks. The…
When Artificial Intelligence Drives Decision-Making: The Data Scientist in the Age of Generative Models
For a long time, data scientists were seen as the company’s advanced analysts, tasked with turning data into actionable insights. Their role involved collecting, cleaning, and modeling datasets in order to identify…
When Artificial Intelligence Drives Industry 4.0: The Industrial Engineer at the Crossroads of Data and Robotics
For a long time, industrial engineers have been the driving force behind operational performance. Their role was to optimize production processes, reduce costs, improve quality, and streamline workflow on the factory floor. Lean…
When Artificial Intelligence Speeds Up Diagnosis: The Radiologist in the Age of Human Supervision
For a long time, radiology was viewed as a medical specialty focused on interpreting images to aid in diagnosis and treatment monitoring. The radiologist was the “expert interpreter” of CT scans, MRIs, and…
When Artificial Intelligence Secures the Supply Chain: The Supply Chain Manager’s Shift Toward a More Proactive and Interconnected Role
For a long time, the supply chain was viewed as primarily an operational function, focused on cost optimization, inventory management, and the smooth flow of goods. The supply chain manager was responsible for ensuring that…
When Artificial Intelligence Redefines the Fight Against Crime: Police Officers Put to the Test by Predictive Technologies
The role of a police officer has historically been built around a delicate balance between state authority, community engagement, and the ability to act in emergencies. Observation in the field, intuition honed by experience, human-centered investigation, and…
When Artificial Intelligence Transforms Construction: The Site Manager Put to the Test by Algorithms
For a long time, the site manager has been the central figure in the construction industry, ensuring compliance with plans, the safety of the crews, and the progress of the work. His expertise was based on…
