How Companies Eliminate the Growth-Guess Gap

  Where does growth quietly drift away from plan when fiscal-year assumptions harden too early? How does growth become dependent on heroics instead of capacity, structure, and repeatable motion? What changes when growth is designed into the system rather than absorbed through effort and hope? This post examines how growth plans often look sound at […]

Beyond Correlation: Pinpointing the GTM Motions That Actually Drive ARR

How can a counterfactual framework help revenue leaders determine which GTM motions truly cause ARR growth? What can counterfactual analysis reveal about the structural drivers behind forecast volatility? How does counterfactual modeling support clearer sequencing of GTM decisions that influence recurring revenue? This post explores how adopting a counterfactual lens helps revenue teams move beyond […]

May 7, 2026
The Death of the Sales vs. Marketing Blame Game