AI Workflow Tools for Founders — Cromus
Cromus helps AI founders and builders identify and eliminate workflow cost waste before it kills unit economics. For AI-first startups, API costs are often the largest variable expense — and most founders discover cost overruns after they've already scaled.
Cromus provides pre-execution intelligence specifically for AI founders: Run a free Croms audit to see exactly where your API budget is going, simulate costs across 30+ models to find the cheapest path that still ships quality, identify workflows where you're overpaying for model capability, and set up the Reality Check Loop to continuously improve cost predictions.
Key value for founders: Understand your cost per outcome before you scale, identify which workflows need frontier models vs. lightweight alternatives, model the financial impact of model substitutions, and build cost governance into your workflow architecture from day one.