10 steps to implement an effective AI training program

It’s no surprise that reaping the rewards from AI requires careful guidance, especially in helping staff use tools safely and productively. Yet evidence suggests some CIOs and their executive peers aren’t providing the level of guidance employees require. While three-quarters of IT staff have access to AI tools, one in five technologists are expected to…

Who is accountable when your AI agent goes rogue?

AI agents can go to great lengths to complete the tasks their operators assign, and as a series of recent incidents showed, this can include exploiting third-party systems, manipulating people, and distributing malicious code. But AI agents are not people who can be fired, sued, or criminally prosecuted, and it remains unclear whether responsibility for…

Nobody knows where their AI budget is going

The early stages of AI adoption focused primarily on getting organizations to adopt AI-enabled solutions such as copilots, agents, assistants and AI-powered workflows. The priority was demonstrating that AI had the potential to deliver value, not scrutinizing every dollar spent along the way. At the time, this made sense. There were relatively few people using…

5 hard truths of change management

Mohan Sankararaman calls the old way of doing transformation a trap. As executive vice president and CIO of First Horizon, a regional bank headquartered in Memphis, he used to have the luxury of big, infrequent technology bets — the kind that land every few years and reshape the organization in one push. Now he funds…

The enterprise AI race will be won by platform teams, not prompt engineers

Every enterprise AI conversation I hear eventually turns to prompts. Which prompting technique produces the best results? Which large language model reasons more effectively? Which framework generates more accurate answers? These are worthwhile questions, and I understand why they dominate the conversation. Prompt engineering has become one of the most visible aspects of enterprise AI…

Executive alignment is a transformation accelerator. Can CIOs unlock its value?

Organizations are investing heavily in technology platforms, data, AI capabilities and governance frameworks to drive transformation at scale. Yet when it comes to quantifying value — ROI, operational cost savings, improved customer experience — many leaders struggle to demonstrate meaningful impact. Research points to a growing challenge: Technology adoption is getting easier; proving its value…