Weapons-Grade Wisdom

Take 1 — The Stagnation Slaughters I’ve walked into companies losing $175 million a year that still had green dashboards and leaders patting each other on the back. That’s not success — that’s organizational carbon monoxide poisoning. Stagnation doesn’t announce itself; it seduces you with rationalizations while it bleeds you dry. The Change Allergy. The […] Read More

  Bain research shows 88% of business transformations fail to achieve their original ambitions — and the number one culprit isn’t strategy, it’s the people executing it. I kept a talented operations director six months too long during a manufacturing turnaround because of his track record. He fought every change, poisoned morale, and bled momentum. […] Read More

The 70% Rule Decision Matrix: Reversibility vs Criticality STAGNATION ASSASSIN / CHAPTER 9 / DECISION VELOCITY THE 70% RULE DECISION MATRIX Different decisions require different confidence thresholds. Reversibility × Criticality determines how much certainty you actually need. CRITICALITY CRITICAL NON-CRITICAL TYPE 2 — REVERSIBLE × CRITICAL 70% THE SWEET SPOT Move fast. Learn from results. […] Read More

The Yerkes-Dodson Law has been in the neuroscience literature for over a century, and it says one thing clearly: peak performance lives outside your comfort zone, not inside it. When I led a division losing $175 million annually, the organization wasn’t paralyzed by the crisis — they were paralyzed by their comfort with their response […] Read More

The HOT System math on failure is unambiguous: 52 experiments a year at a 30% success rate generates 15.6 wins and 36 learning opportunities. The traditional approach — one perfectly planned initiative at 90% confidence — generates less than one win and almost nothing to learn from. That’s not a metaphor. That’s a 17x performance […] Read More

Most productivity frameworks are additive — do more of this, add a little of that. The Karelin Method is multiplicative, and the math is brutal in the best possible way. Twenty percent more strategic hours, times twenty percent more efficiency per hour, times four times the focus concentration on what actually matters: 1.20 × 1.20 […] Read More

Across every manufacturing context I have personally led — from a $42M industrial scales business to a $900M refrigeration platform — the same distribution holds without exception: 20% of customer-product combinations generate 140 to 150% of total profit, and the bottom 80% actively destroys 20 to 50% of what the top tier built. The income […] Read More

The Stagnation Genome: Manufacturing Disorder Why Industrial Companies Stagnate Differently — and How the Genome Configures Itself on the Plant Floor The Stagnation Genome — Manufacturing Disorder A DNA double helix diagram showing five stagnation genes (PDG, EMG, CBG, SCG, ISG) weaving together at four crossover points, each labeled with one of four manufacturing configurations: […] Read More

  Most transformation programs fail not because the strategy is wrong — but because the coordination cadence is too slow to outrun the obstacles. A resource constraint identified on Tuesday that doesn’t get resolved until Thursday’s steering committee, which tables the decision until the following week’s executive review, is a transformation that’s already dying. The […] Read More