Most growth teams run “busy experiments” that look good on dashboards but don’t impact revenue. ROI growth experiments are different. They start with a direct connection to revenue, focus on measurable outcomes like CAC and LTV, and scale only when results prove repeatable. In this article, I break down why so many B2B tests fail,…
The problem wasn’t the AI model – it was the lack of continuity. Each interaction started from scratch, with no structured way to carry forward knowledge, context, or organizational intelligence. Without memory or role awareness, the system failed to evolve with your business. The result? Fragmented answers, hallucinated logic, and user frustration.
Most operations leaders don’t fail because they lack tools or hustle. They fail because they’re missing a clear, scalable system. In this article, I share the 3-Layer Ops System™, a simple yet powerful framework built on Strategy, Systems, and Rituals. Whether you’re a COO, founder, or head of ops, you will learn how to move…
At MyEListing, I turned sales chaos into a repeatable revenue engine. I cut lead response from 48 hours to 4, improved pipeline hygiene from 60% to 95%, and nearly doubled conversion rates. By designing systems, enforcing accountability, and testing AI tools with discipline, I proved the ability to build scalable sales operations that investors trust.