Who Should Own the AI Budget—and Why This Is a Terrible Question

Posted by Dan Toma
On 03/05/2026

Artificial intelligence has quickly moved from being an experimental technology to becoming one of the largest budget priorities in most organizations. In many companies today, a significant portion of discretionary spending is being redirected toward AI initiatives, pilots, tools, talent, and infrastructure. As usually happens in corporate environments, budget allocation is never just about money—it […]

Why AI Projects Fail: 6 Mistakes That Kill ROI (and How to Fix Them)

Posted by Dan Toma
On 17/04/2026

Most AI projects don’t fail because of the technology—they fail because of how they’re implemented. Despite massive investment, up to 90% of AI initiatives never deliver real ROI. This article breaks down the most common mistakes organizations make—and how to avoid them.

AI Should Reshape the CEO Role—But Not in the Way You Think

Posted by Dan Toma
On 17/03/2026

Data used to live in the warehouse. Then it moved into dashboards. Now it’s creeping into the boardroom. Are we entering the era of the “Algorithmic CEO”? Should CEOs fear for their jobs? Or will they be the “human in the loop” when it comes to decision-making? It’s not a robot replacing leadership — but […]

You Can’t Delegate AI Transformation

Posted by Lucy Dinu
On 12/02/2026

BCG published a report in September 2025, according to which leaders who personally experiment with AI tools, achieve outcomes up to 12 times better than those who delegate exploration to their teams. 12 times! The technology is the same across organizations, but the difference consists of how leaders interpret, guide, and integrate it into the […]

Severance Packages & Education in the Age of AI

Posted by Dan Toma
On 09/12/2025

AI is automating jobs faster than we can replace them. Entrepreneurship is the only safety-net. The AI era will divide economies into two types of workers: those waiting for jobs to be created for them, and those capable of creating value on their own. Entrepreneurial education determines which side we end up on.