Ennoia provides software tools for integrating and validating massive MIMO radio systems using AI agents, delivering real‑time observability of beamforming and resource allocation. Its SiMon O‑RAN site monitoring agent applies generative AI to analyze fronthaul PCAP data, offering timing, sync, configuration, connectivity, and interference detection capabilities for telecom operators.
Funding
Funding not disclosed
Founders
Product
Problem
Deploying and maintaining massive MIMO radio arrays for 5G and future networks requires complex integration, real‑time performance monitoring, and detailed validation of beamforming and resource allocation, which are difficult to achieve with conventional tools.
Solution
Ennoia provides software platforms that automate the integration and validation of massive MIMO radios using AI‑driven agents. Their integration suite delivers continuous observability of beamforming patterns and resource distribution, enabling operators to detect configuration issues early. The SiMon O‑RAN site monitoring agent applies generative AI to fronthaul PCAP streams, extracting timing and synchronization metrics, verifying configuration compliance, checking connectivity status, and identifying interference sources. Results are presented through actionable dashboards that support rapid troubleshooting and performance optimization across large‑scale 5G deployments.
Target Audience
Primary customers are telecom operators and network integrators responsible for deploying and managing 5G massive MIMO infrastructure, as well as O‑RAN service providers seeking automated site monitoring.
Features
- AI agents that monitor and analyze massive MIMO radio behavior in real time
- Generative‑AI based PCAP analysis for O‑RAN fronthaul traffic, delivering timing/sync health checks
- Automated configuration validation and connectivity status monitoring for O‑RAN sites
- Interference detection using pattern recognition on captured traffic data
- Visualization of beamforming and resource allocation metrics for rapid insight
- Integration hooks for existing network management systems and O‑RAN interfaces