This workflow automates the costly, manual cycle of detecting SLA violations and scrambling to reallocate spectrum or compute. It directly protects revenue from premium B2B slices and reduces churn by guaranteeing performance. The architecture ingests real-time KPIs from RAN elements and OSS, calculates SLA adherence, and triggers a resource negotiation protocol among specialized agents before a breach occurs, ensuring zero-touch intervention.




