AI RAN Optimization Agent
XenonStack · Operations & Productivity
Certification per AWS Marketplace.
Evidence tier Source Confirmed · 4 captures on record
What the publisher says
As described on AWS Marketplace.
**AI RAN Optimization & Autonomous Network Management Challenge**
Modern 4G/5G and emerging 6G RAN environments generate massive volumes of KPIs and operate across dense, multi-vendor deployments. Manual analysis and rule-based tools cannot keep pace with the scale, variability, and real-time optimization needs of modern networks. This results in slow incident resolution, inconsistent performance, rising OPEX, and limited ability to proactively optimize coverage, capacity, and energy efficiency.
Show the rest of the publisher’s description (10 more lines)
**Our Solution: AI-Driven Multi-Agent RAN Optimization Platform**
AI RAN Optimization is an AWS-native, multi-agent AI solution that autonomously monitors, analyzes, and optimizes 4G, 5G, and future 6G Radio Access Networks. Powered by specialized AI agents and a generative AI orchestrator using Amazon Bedrock, the platform continuously detects anomalies, explains root causes, and executes closed-loop optimization actions. Built on AWS managed services, it integrates with OSS, EMS, and O-RAN RIC environments to enable self-optimizing and self-healing networks aligned with TM Forum Level-5 autonomy.
**Key Benefits & Business Outcomes**
- Reduced OPEX and Faster Resolution through automated KPI monitoring, root-cause analysis, and closed-loop corrective actions
- Improved Network Performance and QoS via continuous optimization of throughput, coverage, latency, and reliability
- Proactive Network Operations using AI-driven anomaly detection and predictive insights to prevent outages
- Energy and Capacity Optimization by dynamically adapting network configurations to real-time demand
- Secure, Scalable AWS Deployment with cloud-native elasticity, enterprise-grade security, and standards-aligned integration.
**Ideal Users / Organizations**
Mobile network operators, neutral-host providers, telecom infrastructure vendors, and enterprises operating private 4G/5G networks—such as smart factories, campuses, ports, airports, utilities, and public safety networks—seeking to modernize RAN operations, reduce operational complexity, improve service quality, and accelerate the journey to autonomous networks using AWS-native AI and generative intelligence.
Highlights
Highlighted by the publisher on AWS Marketplace.
Specialized AI agents continuously analyze large volumes of RAN KPIs to detect anomalies, identify root causes, and execute closed-loop optimization actions across 4G/5G/6G networks.
An Amazon Bedrock–powered generative AI supervisor coordinates agent workflows and enables natural-language “talk to the network” insights for faster, explainable decisions.
Deployed on AWS managed services with enterprise-grade security, elastic scalability, and seamless integration with OSS, EMS, and 3GPP/O-RAN compliant RAN environments.
Agent build and provenance
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Compliance
- FedRAMPConfirmedNot listed90%, registry-checkedNo FedRAMP Marketplace entry matched this vendor's domain, checked 2026-08-27registry recordas observed 2026-08-27
Confirmed means matched to a public authoritative registry. Claimed means the vendor or its listing states it, not yet cross-checked. A framework not shown was not found in any source we hold, which is not evidence against it. Not listed means a scoped registry check found no match for this vendor's domain: a No is a scoped registry check, not a compliance judgment. Confidence bands: 95% domain-verified, 90% registry-checked, 80% self-attested, 70% weak signal. Self-attested items marked “vendor's site” are gathered from the vendor's own website and are not verified by us.
Vendor
External enrichment · as of 2026-08-29
Sources
Publisher resources
3 linksLinked repositories
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