Capital efficiency
Capital efficiency
Every technology and AI dollar competes with every other use of capital. I write about how to choose where to invest, what to build or buy, and when to stop work that will not pay back. In growth startups this decides runway. In lower-mid-market PE-backed companies it decides free cash flow and debt capacity.
Metrics this topic covers
R&D as a share of revenue
Payback period
Burn relative to growth
Free cash flow
Other topics
If this is the outcome you’re working on, see how I work with companies.