The first transformation changes the system. The second one tests whether the organization has changed at all. There is a moment in almost every large transformation when the room gets very quiet. It usually happens after someone asks a deceptively simple question: “Why are we still doing this?” Why are …
The problem isn’t whether your company has an AI policy. The problem is whether anyone can tell you what happens when AI meets the real business. Who owns the use case? What data is flowing into it? What decision is the AI influencing? What happens when the output is wrong? …
For years, change management has followed a familiar playbook. Introduce the new system. Explain why it is changing. Train employees. Give them time to adapt. Support them through the transition. Measure adoption. It is a reasonable model for many technology implementations. AI agents complicate it. Because an agent is not …
Somewhere inside almost every large organization is a document nobody remembers creating. It may be a PowerPoint deck from 2014. A training manual for a product that was retired three years ago. A policy with an old company logo. A sales presentation containing pricing that no longer exists. A spreadsheet …
There is a moment in almost every digital transformation when the technology starts getting all the attention. The platform has been selected. The implementation team is assembled. The business case is approved. Everyone is talking about automation, AI, dashboards, integrations and what the new system will make possible. Then someone …
The most sophisticated cockpit in the world cannot compensate for a disconnected operating model. In aviation, the pilot is highly visible. When something goes wrong, attention naturally gravitates toward the cockpit: the decision made, the procedure followed, the communication that occurred, or the action taken. But aviation is not a …
The steering committee deck is on the screen. Most of the boxes are green. The program is “on track.” Risks are “being managed.” Milestones are “progressing to plan.” Someone asks whether there is anything leadership should be worried about. The answer is no. At least, not yet. Three months later, …
Nine months late is not a scheduling problem. At that point, the original plan is no longer the most important document in the room. The question is whether the program can still deliver the outcome the business needs—and what it will take to get there. This is usually when an …
The old training model assumed the technology would hold still. It doesn’t. So stop building training programs as if it will. Here’s the uncomfortable truth about training people on fast-moving technology: the tool isn’t the thing you need to keep up with. The organization is. A new AI capability appears. …
There is a familiar moment in every cost-reduction exercise. The numbers are on the screen. Finance has identified the gap. Leaders have been asked to find savings, and someone starts going line by line through the budget. Then it appears: training and development. It looks discretionary. It is easy to …
