Perspectives and Advice

David Marquet transformed a submarine crew into the highest-performing in the US Navy by certifying people on three pillars: Mastery, Control, and Clarity. That same framework is the most important safeguard in AI-native work — and the question "Is it safe?" is one any manager can ask right now.

The PM job family has always operated along a diagonal from upper-right strategy to lower-left implementation. AI is making two long-standing gaps — in technical strategy and customer feedback velocity — impossible to ignore.

A nine-month transformation at Delta Dental produced four measurable outcomes: PI Planning reduced from 3.5 days to 2.5, missing dependencies eliminated entirely, unplanned work down 90%, and 100% of stories complete before work starts. This whitepaper documents the process change that produced all four.