AI & Business

For a long time, the role of a data engineer has centered on one core mission: collecting, organizing, and making available the data necessary for organizations to function. The work involved designing data pipelines, integrating heterogeneous sources, and setting up infrastructure capable of transporting and storing…

For a long time, the auditing profession was 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, the review of documents, and the implementation of standardized control procedures. Audits…

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, knowledge of the regulatory framework, and the ability to anticipate future trends based on often limited data. The…

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 relied on in-depth scientific expertise, a detailed understanding of drug interactions, and constant vigilance in managing inventory and prescriptions.…

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. Defense systems relied mainly on predefined rules, known threat signatures, and…

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 to identify correlations, predict behavior, or optimize processes. In many sectors, including finance, marketing, and others…

For a long time, industrial engineers have been the driving force behind operational performance. Their role has been to optimize production processes, reduce costs, improve quality, and streamline workflow on the factory floor. Lean management, continuous improvement, time and motion studies, statistical quality control—these…

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 the right products arrived at the right place, at the right time, at the lowest possible cost. But this view…

The role of the police has historically been built around a delicate balance between state authority, community engagement, and the ability to respond to emergencies. Field observation, intuition honed by experience, human-centered investigation, and the rigorous application of the law have long formed the foundation of police work. However, in recent years…

For a long time, the site manager was the central figure in the construction industry, responsible for ensuring that plans were followed, that crews were safe, and that work progressed on schedule. His expertise was rooted in hands-on experience, team coordination, and the ability to anticipate the unexpected. But in…

Listen to the audio summary For a long time, the role of a recruiter has centered on carefully reviewing resumes, conducting in-depth interviews, and observing subtle cues to assess motivation, skills, and cultural fit. But at a time when companies receive thousands of applications each year, and hiring cycles…

For decades, airline pilots have embodied technological mastery, responsibility, and composure. Yet in this age of data and automation, the profession is undergoing an unprecedented transformation. Artificial intelligence, already ubiquitous in modern cockpits, is no longer limited to flight assistance…

A Changing Field: The Financial Analyst in the Age of AI For several decades, financial analysts have served as the guardians of economic rigor, tasked with scrutinizing balance sheets, assessing corporate creditworthiness, and anticipating market movements. But at a time when data flows are exploding and…

The medical profession, historically rooted in clinical expertise and differential diagnosis, is undergoing a profound transformation. The emergence of generative, predictive, and explanatory artificial intelligence is revolutionizing medical practice.