As communication service providers accelerate toward Autonomous Networks Level 4 (AN L4), one major operational bottleneck continues to limit full automation maturity: network change execution.
While AI-powered analytics and predictive optimization engines increasingly identify operational improvements in real time, actual network modifications—including spectrum optimization, parameter tuning, capacity adjustments, and service reconfiguration—still depend heavily on manual operational workflows. This disconnect creates delays, operational risk, and limited responsiveness to dynamic customer demand.
The TM Forum Catalyst initiative “Driving Agentic Operations in ANL4” addresses this challenge directly by extending autonomous operations into intelligent, policy-controlled network change execution.
The project introduces a new operational model where human expertise and agentic AI collaborate through adaptive closed-loop execution frameworks rather than rigid static automation scripts.
Within this Catalyst, Qeema contributes the foundational AI Agent Framework together with the Digital Twin & Simulation Engine that powers intelligent operational validation before production execution.

Our multi-agent architecture orchestrates the full operational lifecycle:
- Intent Interpretation & Planning
- Script Generation & Orchestration
- Execution & Validation
- Post-Action Assurance & Automated Rollback
A critical innovation layer within the solution is the Digital Twin simulation capability, which enables pre-execution “what-if” impact analysis across live network domains before any operational action is introduced into production environments.
Operating under strict governance and policy guardrails, the framework enables automated localized configuration management across 2G, 3G, 4G, and 5G environments while maintaining automated rollback protection whenever customer experience thresholds or operational KPIs are negatively affected.
By combining AI-driven orchestration with telecom-grade governance controls, the initiative helps CSPs move closer toward safe, scalable, and trusted autonomous operations.
Qeema collaborates in this Catalyst alongside industry innovators including:

Together, the consortium is defining the operational methodologies, governance patterns, and performance metrics necessary to industrialize next-generation autonomous network operations.



