Definition

Capital Efficiency (AI Era)

The ratio of revenue generated to capital invested, as redefined by the AI-driven collapse in execution costs. Pre-AI, reaching $1 million ARR typically required $2-5 million in capital (engineering salaries, infrastructure, sales team). AI-native companies designed around the outcome-as-a-service model can now target $1 million ARR on less than $1 million in capital - a multiple that was structurally impossible before AI collapsed the labor cost of software execution. Infinity Constellation's portfolio benchmark: multiple companies reaching $1M ARR with teams of five or fewer in their first year. Capital efficiency in the AI era is therefore not just a financial metric but a proof point for the underlying model - if AI leverage is real, the unit economics should be visible in the revenue-to-capital ratio from the first year of operation.

From the episode “He Built 10 AI Companies in 12 Months with Teams of Five”

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He Built 10 AI Companies in 12 Months with Teams of Five

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