What separates organizations that talk about AI from those that actually redesign how work gets done? In this episode of Consulting the Future, I sit down with David Martin, Senior Partner at BCG, to explore what enterprise transformation really looks like beyond the headlines. This conversation goes straight to the heart of what consulting leaders are advising boards and C suites right now.
David leads BCG’s People and Organization business and sits on the firm’s global AI leadership team, which gives him a front row seat to how large organizations are approaching AI at scale. He shared why companies seeing real returns are doing fewer things with greater ambition, rather than launching hundreds of disconnected pilots. The difference is not access to tools, it is clarity of workflow and leadership intent.
We unpacked why so many organizations remain stuck in experimentation. According to David, the shift happens when leaders rethink work end to end, redesign roles, and embed AI directly into core processes rather than layering it on top. The firms making progress are not chasing marginal time savings. They are restructuring how value is created across functions such as engineering, marketing, and finance.
Training emerged as a defining theme. David explained why short workshops are rarely enough and why immersive, hands on learning makes the difference. Supportive leadership behavior increases effective adoption dramatically, and curiosity at the top signals psychological safety across teams. Consulting advice today is as much about mindset and culture as it is about architecture and infrastructure.
We also discussed agentic AI, governance risk, and the reality of shadow AI inside enterprise environments. While executives worry about low adoption, many employees are already experimenting outside formal systems. The consulting challenge is balancing innovation with controls, embedding governance without stifling momentum, and aligning IT, HR, and operating models around a shared framework.
David reinforced a simple but powerful model. Ten percent algorithms, twenty percent technology, and seventy percent people and process. That ratio has remained consistent across digital waves, and it continues to define where transformation efforts succeed or stall. Consulting firms like BCG are increasingly focused on redesigning workflows and redefining competencies, not simply recommending new tools.
As we look toward 2026, David sees acceleration ahead, particularly in healthcare and knowledge intensive sectors. The pace of change will not slow, which makes structured advisory support even more central to enterprise strategy. The question is no longer whether to adopt AI, but how to do so with intent, discipline, and a clear operating vision.
If you are a business or technology leader thinking about your own roadmap, this episode offers grounded insight from someone helping define the global playbook. What role should advisory firms play in shaping your transformation strategy, and where do you need external perspective most? I would love to hear your thoughts.