The Science
of Scaling
Digital Products.

Most senior teams I talk with have shipped a lot of AI features. Most are also quietly worried the portfolio isn't adding up to anything coherent. A note on the unglamorous infrastructure question every AI mandate has to answer in 2026.

Most B2B teams are using AI to execute the wrong go-to-market strategy faster. This guide covers where AI creates real GTM leverage and when to leave it alone.

Most dealerships make 50%+ gross profit from service, not sales. But coordination failures bleed revenue daily. This is how AI reduces waste in service bays and improves margins without adding capacity.