AI Won't Save the Treasury. It Will Expose Who's Not PreparedPhoto by 16692474 on Pexels
Technology
Искусственный интеллект

AI Won't Save the Treasury. It Will Expose Who's Not Prepared

Eco9 September 2026 at 09:30

Treasury is the nervous system of companies, where liquidity, payments, banking relationships, risk management and financial forecasting converge. The article warns that the debate on Artificial Intelligence in this area should not be limited to automation, as AI tends to expose problems that already existed in organizations, revealing the maturity of processes, the quality of data and the capacity of teams.

Technology does not fix poorly designed processes, does not compensate for incomplete data, nor does it replace business knowledge. When an organization works with scattered information and overly manual tasks, AI will merely accelerate those weaknesses. In more prepared companies, however, AI can reduce operational friction, structure information and accelerate tasks such as bank statement analysis and Know Your Customer processes.

Treasury forecasting is pointed out as the most sensitive example, as an incorrect estimate can lead to incorrect financial decisions. The article argues that AI in this area cannot just be intelligent, but also explainable, indicating which data was considered and what information was left out.

The article also identifies a paradox: the operational tasks that AI tends to take over have been for years the school for junior profiles. Without these learning paths, organizations may create a future talent fragility. The conclusion is that the advantage will not be in organizations with more AI, but in those that first did the harder work of structuring processes, improving data and developing people.

Related articles

Technology

Advances in Digital Literacy: Challenges and Disparities Between Generations

According to a 2025 report from the National Statistics Institute, nearly three in every five people between the ages of 16 and 74 have basic or above basic digital skills, showing a significant advance in the digital literacy of the Portuguese population. However, the study reveals marked disparities: young people between 16 and 24 years old show greater digital proficiency, while elderly people have considerably lower digital literacy rates. Education level also directly influences digital skills, with people holding higher education demonstrating greater mastery compared to those with only basic education. Authorities are already considering measures to promote training and technological inclusion, aiming to prepare society for the challenges of digitalization.

Notícias Portugal09/09/26, 11:03
Technology

Investigation reveals that LG televisions record audio with the screen off

An investigation discovered that LG smart TVs have functionalities that allow mapping nearby devices, capturing audio even with the screen off, and potentially functioning as covert listening devices, raising serious questions about user privacy.

TV RECORD EUROPA09/09/26, 10:49
OpenAI resolve equação centenária em 88 horas, mas enfrenta suspeitas de plágio
Technology

OpenAI solves century-old equation in 88 hours, but faces plagiarism allegations

OpenAI managed to solve the Navier-Stokes equation, formulated by mathematicians in the 19th century and widely used in meteorology and aeronautics, in just 88 hours using its artificial intelligence model. However, mathematicians Tristan Buckmaster and Levent Alpöge, who worked on related research, suspect that their previous work may have influenced or been improperly used in the solution developed by the company, raising questions about plagiarism and intellectual property in the use of academic research by AI systems.

Expresso09/09/26, 10:45
Technology

Polytechnic University of Guarda Registers Three Patents

The Polytechnic University of Guarda (UPG) has registered three patents in the areas of health and digital technology, representing a milestone in the institution's affirmation as a reference polytechnic university, according to the rector. The patent applications were officially filed by the university, marking a significant step in its research and innovation activity.

Observador09/09/26, 10:42