AIBoK GenAI Maturity Model — 5 Levels of Organizational Capability
From Ad Hoc Experimentation to Strategic Competitive Advantage
1
Ad Hoc
Score: 1.0 - 1.7
Characteristics:
• Random experimentation
• No org strategy
• Trial-and-error prompting
• Inconsistent outcomes
• Knowledge in heads
Training Need:
Foundation Modules
(1-4, 10)
60-90 days to Level 2
2
Aware
Score: 1.8 - 2.4
Characteristics:
• Pockets of usage
• Basic tool familiarity
• Inconsistent quality
• Minimal governance
• Ad hoc sharing
Training Need:
Prompting + Toolkit
(5-6, 8)
90-120 days to Level 3
3
Systematic
Score: 2.5 - 3.4
Characteristics:
• Defined workflows
• Documented practices
• Emerging standards
• Measured productivity
• Prompt libraries
Training Need:
Advanced Optimization
(6-7, Exec Ed)
6-12 months to Level 4
4
Managed
Score: 3.5 - 4.2
Characteristics:
• Measured outcomes
• Governance frameworks
• Capability scaling
• Strategic integration
• AI-native processes
Training Need:
Strategic Excellence
(Exec + Specialist)
12-24 months to Level 5
5
Optimizing
Score: 4.3 - 5.0
Characteristics:
• Continuous innovation
• Strategic advantage
• Thought leadership
• Talent magnet
• Market leadership
Training Need:
Innovation Labs
(Custom Programs)
Continuous Investment
70% of Organizations Are at Level 1-2
AIBoK Training Accelerates Progression Through Evidence-Based Capability Building