5-3: The Product Economist Scorecard
Replace story points and sprint velocity with ROIC, gross margin contribution, and feature-level P&L ownership.
🎯 What You'll Learn
- ✓ Construct a Product Economist Scorecard
- ✓ Calculate Feature-Level ROIC
- ✓ Enforce gross margin floors across product tiers
The Flaw of Velocity Metrics
Story points and velocity measure activity, not business value. A team can achieve 100% sprint completion while actively destroying enterprise value by shipping un-monetized features that increase technical debt.
A Product Economist views features as capital assets that either generate positive cash flow or accumulate carrying liabilities.
The Product Economist Scorecard tracks three core metrics: Feature Gross Margin Contribution, Return on Invested Capital (ROIC), and Product Debt Drag.
Net annualized gross profit generated divided by total R&D capital invested.
Gross profit margin of a feature tier after deducting all infrastructure and LLM token COGS.
Build a feature-level P&L scorecard for your top 5 product modules.
Action Items
Why is sprint velocity an inadequate primary metric for product management performance?
Continue Learning: Product Management Economics
0 more lessons with actionable playbooks, executive dashboards, and engineering architecture.
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Executive Dashboards
Generate deterministic, board-ready financial artifacts to justify CAPEX workflows immediately to your CFO.
Defensible Economics
Replace heuristic guesswork with hard mathematical frameworks for build-vs-buy and SLA penalty negotiations.
3-Step Playbooks
Actionable remediation templates attached to every module to neutralize friction and drive instant deployment velocity.
Engineering Intelligence Awaiting Extraction
No generic advice. No filler. Just uncompromising architectural truths and unit economic calculators.
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Module Syllabus
Lesson 1: The Flaw of Velocity Metrics
Story points and velocity measure activity, not business value. A team can achieve 100% sprint completion while actively destroying enterprise value by shipping un-monetized features that increase technical debt.A Product Economist views features as capital assets that either generate positive cash flow or accumulate carrying liabilities.The Product Economist Scorecard tracks three core metrics: Feature Gross Margin Contribution, Return on Invested Capital (ROIC), and Product Debt Drag.
Explore Related Economic Architecture
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Run a free diagnostic first. If the numbers concern you, book a session to build a remediation plan.
Richard Ewing - AI Economist & Capital Auditor