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Compounding Capacity
Beyond the hype. Build capacity that compounds.
Practical AI for operators building more output, better decisions and measurable operating leverage from the teams they already have.
Compounding Capacity newsletter
An operator memo with a scorecard, decision rule or checklist you can use on Monday.
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Workflow teardowns, AI economics and implementation decisions for operating leaders.
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Decision tools
Put a number on one workflow before anyone builds anything.
Workflow Economics CalculatorWhat we write about
Real buying and operating questions, not AI news.
AI economics
- How to calculate AI ROI
- What an AI agent should cost
- Cost per outcome
- Building the business case
Buying decisions
- AI agents vs traditional automation
- Build vs buy
- Pilot vs production
- Consultant vs engineering firm
Operations
- Which workflows to automate first
- Human-in-the-loop design
- Exception management
- Taming AI tool sprawl
Executive
- AI strategy for COOs
- Who should own AI
- Governing AI agents
- AI without workforce backlash
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Bring us one workflow that is slow, repetitive, error-prone or expensive. We'll help determine whether AI is actually the right lever.