Driving sales in the construction industry requires engineered discipline, not hopeful activity, and my commercial playbook at Ashby Lumber reflects that philosophy. By grounding every decision in customer intimacy—earned on job sites, in estimating offices, and through direct retail conversations—I align multi-channel sales, marketing, and operations around a unified view of account health. I’ve redesigned coverage models, rebuilt in-store selling motions, implemented KPI-driven coaching, and integrated intent-based digital marketing to turn one-off jobs into long-term contractor partnerships. Layering in pragmatic AI pilots—from lead scoring to automated proposals and dynamic pricing—has amplified rep productivity and forecast accuracy, translating strategy into scalable, repeatable growth. Organizations seeking to professionalize their sales engine and operationalize technology will find in this approach a proven path from pilot to predictable performance.