Local Value Capture

Local Value Capture via Open Source Enterprise Births

https://chatgpt.com/share/69da6775-90a0-83ea-98e0-ca62db0e8407

Summary

This model increases regional prosperity by systematically capturing economic leakage and converting it into locally owned, open source enterprises. Instead of only encouraging "buy local," the approach identifies high-leakage sectors and creates new businesses—designed as open, replicable, and distributive enterprises—to replace imports. Value capture is measured not only by revenue retained locally, but by ownership, reinvestment, and recirculation of wealth within the region. The system integrates enterprise creation, training, procurement alignment, and continuous measurement into a single economic development protocol.

Core Hypothesis

Prosperity increases when:

• Local demand is met by locally owned enterprises
• Enterprises are open source (lowering barriers to entry and accelerating replication)
• Value (profits, wages, assets) is retained and recirculated locally
• Ownership is distributed across participants (workers, builders, community)

Protocol (Implementation Stack)

1. Define Region

• Geographic boundary (city, county, bioregion)
• Economic baseline (population, GDP proxy, employment, sector mix)

2. Leakage Mapping

• Identify top 10–20 categories of external spend:
  • Construction materials
  • Food
  • Energy
  • Manufacturing
  • Services (legal, design, engineering)
• Quantify annual outflows ($/year per category)
• Rank by:
  • Total leakage volume
  • Feasibility of local production
  • Strategic importance

3. Opportunity Selection

• Select 3–5 high-impact sectors for intervention
• Define Minimum Viable Enterprise (MVE) for each:
  • Product/service definition
  • Cost structure
  • Local demand validation
  • Open design requirements

4. Open Source Enterprise Design

• Publish full stack:
  • CAD/design files
  • Bill of Materials
  • Process documentation
  • Business model (cost, pricing, margins)
• License: open source hardware / open enterprise model
• Goal: zero knowledge barrier to replication

5. Enterprise Birth Engine

• Launch cohorts (e.g., 24-person teams)
• Training-through-production model:
  • Build real products for market
  • Generate revenue during training
• Time to first revenue target: ≤ 6 weeks
• Output: new locally owned enterprise per cohort

6. Anchor Market Integration

• Secure demand via:
  • Local government procurement
  • Schools, hospitals, large employers
  • Community pre-sales
• Shift procurement toward local open enterprises

7. Financial Loop Closure

• Ensure local capture of:
  • Wages
  • Profits
  • Reinvestment capital
• Mechanisms:
  • Worker ownership / co-ops
  • Community investment pools
  • Local reinvestment mandates

8. Continuous Measurement + Iteration

• Quarterly measurement of metrics (see below)
• Identify new leakage → spawn new enterprises
• Scale successful enterprises regionally and replicate globally

Key Metrics

Value Capture Metrics

• Local Retention Rate (%)
  • (Local spending retained locally) / (Total spending)
• Leakage Reduction ($/year)
  • Baseline leakage – current leakage
• Local Multiplier (LM3-style)
  • Round 1 + Round 2 + Round 3 local recirculation

Enterprise Metrics

• Number of new enterprises created
• Survival rate at 12 and 24 months
• Time to profitability
• Revenue per enterprise
• % of enterprises using open source designs

Ownership Metrics

• % of enterprises locally owned
• % of enterprises worker-owned or community-owned
• Local equity retention (% of total enterprise equity held locally)

Labor + Income Metrics

• Median wage change (regional)
• Total wages paid by local enterprises
• Jobs created in import-substitution sectors

Sectoral Transformation Metrics

• % of local demand met by local production (by sector)
• Import substitution rate (% reduction in external sourcing)

Capital Flow Metrics

• Local reinvestment rate (% of profits reinvested locally)
• External capital dependence (% of funding from outside region)

Open Source Metrics

• Number of open designs published
• Replication rate (other regions adopting designs)
• Cost reduction vs proprietary baseline (%)

Experimental Design (Validation)

• Baseline measurement (Year 0)
• Intervention region vs matched control region
• Annual measurement for 3–5 years
• Difference-in-differences analysis on:
  • Income
  • Employment
  • Business formation
  • Wellbeing proxies

Expected Outcomes

• Increased local wealth retention
• Reduced dependency on external supply chains
• Rapid enterprise creation via open design
• Distributed ownership and resilient local economy
• Replicable model for global deployment

Key Principle

Do not just "circulate money locally." Create the missing producers so that local demand can be met locally, and ensure that the resulting value is owned, retained, and reinvested by the community.