Free AI Tools

Interactive tools pulled from 150+ frameworks I built across strategy, risk, and execution for AI products. No signup, no paywall. Just the math.

Before you build

Validate

AI Readiness Assessment

20 questions across data, team, infrastructure, strategy, and culture. Scores your readiness and tells you where to invest before you start.

Validate

AI ROI Calculator

Current costs vs AI solution costs. 3-year projection with payback period. The math you need to justify the project to yourself or stakeholders.

While you build

Build

LLM Cost Calculator

Compare API costs across 14 models from OpenAI, Anthropic, Google, Meta, and Mistral. Set your volume, see what it actually costs per month.

More tools coming. These are the first three from a larger set. Each one is built from real frameworks, not generic templates. If there is a specific tool you want, tell me on a call.