Weapons-Grade Wisdom

It is the annual technology review, and the agenda has eleven projects on it. Each one gets twelve minutes, each has a champion, and each has a return calculation that clears the hurdle. By the end of the afternoon every project has received something, the total matches last year’s number within a few percent, and […] Read More

What does this article cover? What are you actually choosing between? What do peer groups cost? How fast does each one answer you? What are the other options worth? Can you combine them? Which problem takes which answer? Who should this article send away? Where does this break down? People also ask What I sell, […] Read More

Revenue Responsibility Engineering: How Engineering and Product Directors Turn Cost Centers Into Profit Engines REVENUE IMPACT STATEMENT Required for Every Engineering Project PROJECT: [Engineering initiative name] 1. What revenue will this enable? Specific dollar amount and timeline 2. Which Q1 customers benefit? Named customers from 80/20 Matrix 3. How will commercial success be measured? Revenue […] Read More

Algoma Steel’s 1,000 Layoffs: The Capital-Intensive Stagnation Genome THE CAPITAL TRAP When Exit Barriers Become Death Spirals CAPITAL-INTENSIVE STAGNATION GENOME ENVIRONMENTAL MISALIGNMENT GENE Capabilities optimized for a market that no longer exists × CAPITAL EXIT BARRIERS Billions in specialized equipment cannot be redeployed = COMPOUND DEATH SPIRAL Cannot pivot. Cannot exit. Can only optimize toward […] Read More

Capturing Tacit Knowledge: The 2026 Retirement Crisis as an ATM Threat CAPTURING TACIT KNOWLEDGE The 2026 Retirement Crisis as an ATM Threat THE WORKFORCE LEAK 26% of US mfg workforce retires by 2030 1.5M+ roles vacant New workers needed by 2033 (Deloitte/MI) 3.8M total Projected to go unfilled at current trajectory 1.9M jobs THE 30-DAY […] Read More

Digital Twins for ATM Stress-Testing: Simulations of the Valley of Aggression DIGITAL TWINS FOR ATM STRESS-TESTING Simulations of the Valley of Aggression DIGITAL TWIN MARKET: $24.5B → $384B BY 2034 (35.4% CAGR) Most manufacturers are using them as expensive monitoring dashboards TWO USES OF THE SAME TECHNOLOGY PASSIVE MONITORING • Mirror current state • Pretty […] Read More

What Actually Separates the Two Why Most “Leading” Indicators Are Not How to Tell Which One You Have Part Two: What to Track Instead Converting Your Lagging Metrics Adding One Without Adding a Meeting About the Stagnation Assassin A lagging indicator measures a result that has already occurred. A leading indicator measures a behavior or […] Read More

Deserves is the word that causes the trouble. In most funding conversations it means the line that performed best last year, or the line whose owner argued hardest, or the line everyone would feel bad about neglecting. None of those is a reason to put the next dollar somewhere. These are field notes from making […] Read More

What does this article cover? What actually did the work? Ford: what was the mechanism? Continental: what was the mechanism? Chrysler: what was the mechanism? What transfers and what does not? Who should this article send away? Where does this break down? People also ask What I sell, and what I don’t About the Stagnation […] Read More