AI & Data Tools
Battle-tested frameworks and calculators from building $1B+ in data products. Use them to accelerate your AI strategy.
AI Readiness Assessment
Score your organization across data quality, talent, governance, and infrastructure. Get a personalized roadmap with prioritized recommendations.
LLM Cost Calculator
Estimate monthly AI infrastructure costs based on your usage patterns. Compare OpenAI, Anthropic, and open-source options.
Data Team Structure Builder
Input your company size and goals to get a recommended org chart with role definitions, salary ranges, and hiring priorities.
Data Product ROI Calculator
Calculate expected return on investment before building your data product. Includes templates for executive presentations.
Fractional vs Full-Time Calculator
Compare total cost of ownership between hiring a fractional CAIO and a full-time executive. Includes hidden costs analysis.
90-Day AI Launch Checklist
The exact checklist I use to deliver enterprise AI products in 90 days. Covers discovery, build, and launch phases.
Need More Than Tools?
These tools diagnose the problem. The implementation guides give you the full playbook — worksheets, templates, and week-by-week roadmaps, from $29.
Browse the Guides