PE / Executive

The Operator Model

Evidence for decision-makers evaluating AI-enabled operators

14 articles 8 FAQs 2 source documents
Anchor Article
The Operator Model: One Person, AI, and Production-Scale Output

14 deep dives on the operator model

Article
$67,895 vs $2.9M: The New Build-vs-Buy Math for Private Equity Portfolio Companies
Read article
Article
How to Move from Contractor Dependency to In-House AI-Enabled Development
Read article
Article
Software Quality at Scale: How to Achieve a 12.1% Defect Rate vs the 20-50% Industry Average
Read article
Article
The Compounding Software Portfolio: How 10 Systems Each Made the Next One Cheaper to Build
Read article
Article
Bus Factor Risk in Solo-Built Software: How to Ensure Continuity
Read article
Article
116 Days of Sustained Development Output Without Burnout: The Evidence
Read article
Article
28 Months of P&L Data: The Full Financial Picture of an AI-Enabled Operation
Read article
Article
How to Survive a 99.9% Revenue Collapse: Infrastructure Resilience for Operators
Read article
Article
Complete Product Lifecycle: From $0 to $173K/Month to Controlled Wind-Down
Read article
Article
38 Products Tested, 6 Scaled: Portfolio Discipline and the Power Law in Practice
Read article
Article
Revenue Distribution Across 18 Business Lines: Where $868K Went
Read article
Article
The 97.7% COGS Problem in Affiliate Marketing (and How to Fix It)
Read article
Article
From -$57K to +$2.6K Monthly EBITDA: The Margin Trajectory of an AI-Enabled Operation
Read article
Article
15 Attribution Views Across 7 Dimensions: How to Build Real Revenue Visibility
Read article

8 questions answered

Case studies and technical papers