Data, AI, & Machine Learning

If your organization judges AI only by hours saved, you’re on the wrong path. The real value lies in structural change.

Not all thinking can be reduced to computation and pattern recognition; we must preserve the capacity for deep sensing.

Take a function-focused, enterprise, or coordinated approach to assess whether your AI investments are delivering value.

A cross-functional organization dubbed the “AI spine” incorporates domain expertise and feedback into GenAI innovation.

Organizations must implement a new approach to AI governance across a system’s life cycle to manage risks at scale.

CFOs who encourage attention to signals, scenarios, and experiments can gain benefits from AI.

Caterpillar’s data overhaul shows the essential transformation work that CEOs and senior leaders must commit to for AI.

Executives should understand what kinds of decisions are best supported by analytical AI versus generative AI.

GenAI ideates like a champ. Using human insight to reframe problems is now what yields competitive advantage.

GenAI ideates like a champ. Using human insight to reframe problems is now what yields competitive advantage.