In a world where sales and revenue truths constantly shift, clinging to assumptions is dangerous. The patterns we once trusted no longer hold because the market, the buyer, and the technology are always evolving.

I help revenue leaders decode chaos, challenge assumptions, and build adaptive strategies powered by real insight not just automation.