RRE: Engineering as Profit Engine, Not Cost

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...

Algoma Steel: The Capital-Intensive Trap

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...

Digital Twins for ATM Stress-Testing 2026

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...

Leading vs Lagging: What to Track

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...