AIRL™ Framework
9 levels measuring organizational capability to deploy AI at economic scale.
For: CTOs, engineering leaders, and program managers deploying AI in manufacturing and regulated industries. Use AIRL to map AI maturity to existing standards frameworks (ISO 56000, ISO/IEC 42001, sector-specific requirements).
What AIRL Measures
Each level requires measurable progress across QCDS metrics:
Quality: Defect reduction
Cost: Operating expense
Delivery: Throughput, OEE
Safety: Risk mitigation
Concept 1-3
Development 4-5
Demonstration 6-7
Production 8-9
Where Is Your Organization?
Take the assessment to determine your current AIRL level and get a roadmap forward.