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A modern network should not simply use AI to make predictions.
A promising telecom technology can work in a research project or demonstration and still be far from production.
Telecom innovation is too broad and too fast-moving for any single organisation to master every layer alone.
From R&D and open source to production and ecosystem impact
Telecom networks are already highly automated. Configuration templates deploy infrastructure, assurance systems raise alarms, policies trigger closed loops, and AI/ML models optimize individual functions.
Integrated Sensing and Communication (ISAC) leverages 5G networks to simultaneously provide wireless communication and sense the surrounding environment.
BubbleRAN Release Journey BubbleRAN software solution MX-PDK has continuously evolved from a cloud-native Open RAN platform into a complete AI-RAN and 5G/6G innovation environment.
Abstract Open RAN intelligence is no longer a single-controller story. It is becoming a layered software system in which rApps operate in the Non-RT domain, xApps operate in the Near-RT domain, and dApps push logic into the CU/DU boundary when access to low-layer data and sub-10 ms reactions are required.
BubbleRAN’s SMO-Sphere is built on a simple principle: network automation should start from what the operator wants to achieve, not from long manual procedures, static scripts, or disconnected operational tools.