A leadership team recently told me they wanted to invest heavily in AI to improve forecasting. Before we talked about AI, I asked different questions. Q. "Are your sales stages and forecast categories defined and understood by the team?" A: "No" Q: "Are your teams and systems aligned across your revenue lifecycle"? A: "Not sure" Q: "How would you describe your CRM data quality?" A: "It's terrible" At that point, the AI discussion became secondary. Because AI was not the

Revenue is not created through sheer effort. It is created through verifiable progression. More activity does not fix a weak pipeline. It simply hides it.

If ownership is clearly established at the executive level, RevOps becomes one of the most powerful leverage points inside the company.