Most revenue-system diagrams look excellent on a slide. Intent flows into the CRM. The CRM routes the account. Sales receives a perfect alert. Marketing records influence. The data warehouse reconciles everything for the board. Then somebody opens the actual systems....
A CMO told us in April that her team had bought three products with the word “agent” in the name and none of them had moved a single number on her board deck. She wasn’t wrong about the products. She was wrong about what she expected them to do. That...
The CRO is halfway through the forecast slide when the CFO stops him. “Last quarter you said 68 percent confidence on this same number. We closed at 51. What changed in how you’re calling it?” Nobody answers well. There’s a Clari instance...
A CRO at a $60M ARR software company walked us through his AI plan in March. Eleven slides. Nine of them were vendor logos. Slide seven had a line about “AI-assisted account research,” and when we asked which decision that research was supposed to change,...
A RevOps lead shared a Clay workspace with us a few months back. Forty-one tables. Nobody on the team could say which four were actually feeding the SFDC push, and the account had burned through its 50,000 monthly credits by the 11th. The individual tables were fine....
I keep getting asked some version of the same question: “Should we go with Clay, Lemlist, or Vector?” I went back through months of my own call recordings, working sessions, and peer community threads to see how operators are actually talking about these...
