AI
 Insights

The AI replacement cycle is redefining enterprise AI strategy. Learn why models, data, workflows, governance and employee skills require continuous evaluation—and how executives can manage cost, risk and long-term AI value.

For the past two years, much of the public conversation about artificial intelligence has focused on a single question: how many jobs will AI replace? It is an understandable question. Generative AI can write, summarize, analyze, code, reason across documents, create images, generate reports, draft legal language, assist with customer support, and increasingly act through software tools. For executives, the technology feels different from prior waves of automation because it

For the past several years, artificial intelligence has largely lived inside screens. Executives have watched AI generate content, summarize meetings, write software, automate workflows, analyze documents, and transform customer engagement. Generative AI fundamentally changed how businesses think about information and knowledge work. It accelerated productivity, lowered barriers to creation, and introduced entirely new operating models for digital work. But the next era of AI