AI won't save a broken funnel, but used well it compounds the output of a small senior team into something that looks a lot bigger. This hub is where we pressure-test the ROI of AI and LLMs for growth work — content generation, marketing and workflow automation, team augmentation — and share the signal worth paying attention to. Built for founders, growth leads, and product and ops teams who want to move at AI speed without shipping slop or burning budget on tools that don't pay back.

AI ROI & Cost Modeling
The ROI of AI: How to Prove Your LLM Spend Actually Pays Back
Your CFO is asking whether the $47,000 you spent on OpenAI, Anthropic, and a half-dozen AI tools last quarter actually moved the business. If you can't…
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