Proprietary Framework
The Four Levels of AI Mastery
A proprietary framework by Dr. Rarkimm Fields for diagnosing and advancing organizational AI maturity.
Discover Your LevelLevel 1
Operator
Using AI tools as directed
Individual contributors experimenting. 90% testing, 44% beyond pilot.
• Ad hoc usage
• No training
• No measurement
90% testing, 44% beyond pilot — AWS 2026
Level 2
Builder
Designing workflows and building with AI
Teams integrating systematically. Risk: scaling without structure.
• Workflow automation
• Integration patterns
• Testing
Deterministic AI engineering = 50% faster deployment — Dualboot 2026
Level 3
Architect
Designing systems and integrating AI across functions
Enterprise-level design. Multi-agent orchestration emerging.
• Enterprise architecture
• Multi-agent
• Cross-functional alignment
Multi-agent AI = fastest-growing enterprise pattern — Dualboot 2026
Level 4
Governor
Setting policy and governing AI at enterprise scale
Board-level governance. Investment portfolio management mature.
• Board AI agenda
• Governance framework
• ROI portfolio
• Ethics
~50% of boards lack AI as standing agenda — Deloitte 2026
Level 1
Operator
Using AI tools as directed
Individual contributors experimenting. 90% testing, 44% beyond pilot.
90% testing, 44% beyond pilot — AWS 2026
Level 2
Builder
Designing workflows and building with AI
Teams integrating systematically. Risk: scaling without structure.
Deterministic AI engineering = 50% faster deployment — Dualboot 2026
Level 3
Architect
Designing systems and integrating AI across functions
Enterprise-level design. Multi-agent orchestration emerging.
Multi-agent AI = fastest-growing enterprise pattern — Dualboot 2026
Level 4
Governor
Setting policy and governing AI at enterprise scale
Board-level governance. Investment portfolio management mature.
~50% of boards lack AI as standing agenda — Deloitte 2026
Why It Matters
The AI landscape is shifting faster than most organizations can adapt.
60-70%
of work activities could be automated
— McKinsey
52%
of workers express anxiety about AI
— Pew Research
40%
of workforce skills need updating within 5 years
— WEF
Frequently Asked Questions
Ready to discover your level?
Start with the AI Visibility Assessment for a quick score, or dive deep with the AI Mastery Assessment.