Technical Infrastructure
Evaluate your manufacturing systems, data architecture, and technology stack readiness for AI implementation.
- Data collection and management systems
- Manufacturing technology integration
- Cybersecurity and IT infrastructure
- Cloud readiness and scalability
Organizational Transformation
Assess leadership commitment, workforce readiness, and cultural adaptability for AI adoption.
- Leadership AI commitment and vision
- Workforce skills and training programs
- Innovation culture and change management
- Cross-functional collaboration capabilities
Business Value Optimization
Analyze strategic alignment, ROI potential, and risk management for sustainable AI value creation.
- AI strategy and use case identification
- ROI measurement and tracking frameworks
- Risk management and compliance
- Performance metrics and optimization
AIRL Scoring Levels
Level 1-2
0-20
Developing
Basic awareness, minimal implementation
Level 3-4
21-40
Basic
Initial steps taken, limited scope
Level 5-6
41-60
Moderate
Structured approach, partial implementation
Level 7-8
61-80
High
Comprehensive implementation, good results
Level 9
81-100
Advanced
Industry-leading, optimized performance
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