How to implement AI in B2B demand gen?

An AI implementation roadmap for B2B marketing follows four stages: audit, pilot, measure, and scale, with each phase running parallel to your existing campaigns. Start by identifying one repetitive workflow consuming 20 or more hours weekly, like email personalization or paid social ad creation, then launch a 30-day pilot with documented exit criteria such as QA pass rate and time saved per week. Don't scale until you hit measurable operational targets like reduced cycle time or improved handoff accuracy, keeping your existing attribution and brand voice intact. Use The Starr Conspiracy's four-stage approach to prove pipeline impact without breaking what already works.