AI Is a Force Multiplier, Not a Replacement

Most organizations are using AI as a drafting assistant or documentarian. Those are among the least interesting things it can do.

The more powerful application is operational. Using AI to do the kind of analytical and preparation work that teams rarely have time for, but that meaningfully changes how they perform. Prospect research. Pattern recognition across engagement data. Briefing materials generated at scale. Operational monitoring that would take three people to do manually. The starting point is simpler than most people expect: the context you give it determines everything it can do.

The framing matters here. AI doesn't replace the work that requires human judgment: the relationship, the negotiation, the read on a room, the decision that requires context only a person carries. AI compresses the work that surrounds and informs that judgment. Better prep before a meeting. Faster synthesis after it. More consistent follow-through between touchpoints.

A single person operating with well-designed AI workflows can do the work that previously required a small team. That's not hyperbole. It's already happening in organizations that have made the investment.

The organizations that haven't made that investment are not staying even. They're falling behind. The competitive gap between AI-native operators and everyone else is widening, and it's widening faster than most leaders realize.

If you are an IC at almost any company, AI is absolutely coming for your job. Full stop. If you are in middle or senior management, someone who understands AI better than you is next in line, and they’re coming faster than you think.