Operating Process

How We Build

A repeatable operating system applied across the portfolio. Discipline creates durability. Documentation creates compounding leverage.

01

Validation

Kill weak ideas early. Fund only what shows demand.

  • Target markets where AI changes the economics, not the interface
  • Prove willingness to pay before increasing product depth
  • Confirm a distribution path exists before committing to build
  • Avoid markets that require education to create demand
02

Construction

Build fast with AI leverage. Keep burn structurally low.

  • AI produces first drafts: code, copy, design, analysis
  • Humans own judgment: strategy, quality control, relationships
  • Systems are built once and reused across the portfolio
  • Documentation is required — leverage depends on it
03

Distribution

Distribution is built, not “found.” Establish it before scale.

  • Distribution precedes feature optimization
  • Owned channels compound; paid channels are tactical
  • Trust precedes transactions
  • Cross-portfolio distribution only when incentives align
04

Operation

Profitability is the constraint. Everything else is optional.

  • Each company must show a credible path to profitability
  • Revenue funds growth whenever possible
  • External capital accelerates — it does not rescue
  • Monthly operating and financial review with clear ownership
05

Optionality

Build to hold. Preserve the option to sell.

  • Structures support multiple outcomes: hold, partner, or sell
  • Clean ownership and minimal complexity
  • Recurring revenue + documented systems increase value
  • Exit timing is strategic — never forced
Guiding Principles

Decision Framework

Speed over perfection

Ship before it feels comfortable. Reality creates signal. Debate creates noise.

Constraints enable creativity

Constraints force prioritization. Prioritization forces clarity. Abundance creates noise.

Documentation as insurance

What’s written can be improved, delegated, and reused. What isn’t ends up needing to be rebuilt.

Compounding over campaigning

Prefer actions that build on themselves. Systems compound. One-time campaigns fade.