Based on: Shen & Tamkin (2026) | Yang et al. (2025), Perplexity / HarvardBy: Fady Abouelghit - Manager, AI Services EngineeringAI tools are spreading fast, and the productivity case for them is well-documented. But buried in two recent studies is a question that deserves more attention: are we using AI...
Why GenAI in FinTech Needs More Than a Good LLM
By Ahmed Hani – Sr. Principal Data Scientist at FinairaThere is a pattern repeating itself across the industry over the past couple of years. A team gets access to a powerful language model, builds something impressive in a few weeks, demos it to leadership, and everyone gets excited. Then comes the...
Beyond the Chatbot: Why AI is the New Survival Engine for Banking
Engy Fawaz - Product Manager at FinairaFor the better part of the last decade, the narrative surrounding Artificial Intelligence in banking has focused on a single, visible application: the customer service chatbot. While 24/7 conversational support is valuable, it represents only the tip of the iceberg. Below the surface, the...
AI Problems First: Why “Data Scientist vs AI Engineer” Is the Wrong Question
Emad ElSheshtawy – AI Manager Services Engineering at Finaira. Introduction AI discussions often start with job titles. Data Scientist. AI Engineer. Machine Learning Engineer. The assumption is that choosing the right title will lead to successful AI outcomes.In practice, AI initiatives succeed or fail based on something far more fundamental:...
Security in the Era of AI: A Leadership Perspective
Nesma Sadek - Senior Manager Services Engineering at FinairaSecurity in the era of AI go far beyond the definition of security we once knew.The first time an AI system confidently gave me a single answer to a complex problem, my reaction wasn't relief. It was doubt: How do I know...
Technical Debt: The Silent Killer of Innovation (And how AI Stops it)
Omar Abdulaal – Senior Engineering Manager at FinairaIn a fast-paced and rapidly evolving world of Software Engineering, we often face the classic Speed vs Quality dilemma. We view speed as the ability to reach outcomes and insights, thus, effectively the ability to pivot and make business decisions, while quality is...
The Logic of Leaping: A Framework for Your Next Career Move
Written by Magued Mahmoud Standing at a career crossroads is rarely easy. It’s a moment often defined by a mix of excitement and anxiety. You might feel the pull of a new opportunity but are held back by the comfort of the familiar. Questions swirl: Is this the right time? What...
From Automation to Autonomy: Agentic AI in Financial Services
Agentic AI, a paradigm shift in the world of artificial intelligence, is poised to revolutionize the financial services industry. Unlike traditional AI that simply responds to commands, agentic AI systems are autonomous and can set goals, plan, and execute multi-step tasks with minimal human intervention. This new class of AI is more...
The Unteachable Trait: Why is Character Our Most Valuable Hire?
In the fast-paced world of talent acquisition, it's easy to get lost in the noise of technical jargon, certifications, and years of experience. We review résumés for keywords and run candidates through rigorous technical assessments, seeking the perfect intersection of skill and role. But after decades in this field, I've...
The Unshakeable Foundation: The Eight Pillars of a Positive Work Culture
Throughout my career, I’ve had the privilege of working with and helping build organizations where people’s motivation and engagement were not abstract concepts, but visible forces driving daily success. I’ve witnessed firsthand how energized, inspired teams can transform not only their own growth and wellbeing but also elevate an organization’s...