AI Mastery Levels – Core‑Tech & Strategic‑Tech Roadmap

Levels

The AI Mastery Journey

Explore the five AI Mastery Levels that map your journey from a working prototype to strategic AI leadership.

Hands‑on building, engineering and infrastructure.

THE BUILDER

Start fast. Make it work.

Hands-on creation using code or SaaS tools.

THE ENGINEER

Think clearly. Solve precisely.

Engineering mindset, optimization, observability.

THE ARCHITECT

Design systems. Own the stack.

Infrastructure, self-hosting, DevOps, tooling.

Governance, security and business‑level AI leadership.

THE MARSHAL

Protect the mission. Govern Responsibly.

Data quality, privacy, governance, security, compliance.

THE VISIONARY

Lead with clarity. Scale with purpose.

Strategic alignment, entrepreneurship, vision.