What TM Forum assets were used and how?
TM Forum FrameworkTo support MasOrange’s journey toward Level 4 autonomy, we leveraged the below-listed Autonomous Networks assets.
For Anomaly Detection and Closed-Loop Assurance:
- IG1219 Series: AI Closed-Loop Automation: Anomaly Detection and Resolution
- TR284 Series: Implementation Architectures and AI Models:
For Root Cause Analysis:
- GB1059/ANLET: Autonomous Network Level Evaluation Framework
- TMFS029: Cross-Domain Health & Probable Cause Analysis
For Cross-Domain Digital Twins:
- GB1525: Network Quality Optimization Guidebooks
- IG1307: Digital Twin for Decision Intelligence (DT4DI)
TM Forum Maturity Models / Best Practice Guides
The transition to Level 4 autonomy required a rigorous benchmarking phase using the following assets:
- Digital Maturity Model (DMM): Guidelines used to assess the organizational and cultural readiness of MasOrange. We identified that achieving L4 autonomy wasn't just a technical challenge, but required a shift in data governance and operational skills.
- Autonomous Networks Business Requirements: Applying these best practices to align the technical roadmap with clear business outcomes, ensuring that the move to Level 4 autonomy directly translated into reduced Opex and improved Customer Experience (CX) metrics.
