How these tools work
Business Tech Navigator tools encode patterns from Vatsal Shah’s consulting practice and public proof library. They are intelligent rule-based systems — not a live large language model chatting with your data.
- Scoring runs in your browser for speed and privacy.
- Guardrails: transparent methodology, disclaimers, and no invented Google ranks.
- Outputs are decision-support only — not a formal audit.
- A direct conversation with Vatsal is always available via Book intro.
AI Operating Model Maturity Assessment
Evaluate governance, teams, platforms, measurement, data, and change management for production AI.
Decision-support only — not a formal audit or substitute for principal-led consulting. Discuss results with Vatsal Shah.