ABot-AI Telecom Certification: Collaborative AI-Driven RCA for 5G Networks

Categories: ABot BlogsLast Updated: February 19th, 2026

Reimagining Telecom Troubleshooting with Agentic AI

In the 5G era, telecom operators face escalating complexity—disaggregated architectures, multi-vendor interoperability, containerized workloads, and vast volumes of telemetry data. Traditional root-cause analysis (RCA) tools struggle to keep up. ABot-AI, developed by Rebaca Technologies, introduces a breakthrough: an Agentic AI-based RCA framework that transforms post-event analysis into intelligent, automated insight generation.  This solution simplifies the process of identifying and resolving network issues, empowering operators to build more resilient next-generation networks.

ABot-AI + Dell Technologies Telecom Certification: A Unified RCA Ecosystem

Rebaca’s ABot-AI has successfully completed Dell’s “AI for Telecom Certification” program. This certification was conducted within the Dell Open Telecom Ecosystem Lab (OTEL), a state-of-the-art environment where partners can innovate, test, and collaborate on cutting-edge telecom solutions.

The collaboration in OTEL was crucial for refining ABot-AI. We used our deep telecom expertise—spanning RAN, core network knowledge, and engineering capabilities—to help Rebaca fine-tune its AI models.  By leveraging Dell PowerEdge servers and our advanced AI infrastructure, Rebaca could test its solution in a complete, end-to-end network environment.  This one-stop-shop approach allowed for rapid iteration and validation, ensuring the ABot-AI solution delivers real-world value to mobile operators.

The Agentic AI Architecture: Collaborative Intelligence at Work

The certification process went beyond simple validation. It was a true collaboration. The OTEL environment provided the necessary tools and infrastructure for Rebaca to train and enhance its AI models. We simulated a variety of real-world network conditions, injecting specific error states and packet captures to test the accuracy of the ABot-AI platform.

This process enabled Rebaca to increase the accuracy of its inferences, using OTEL’s objective measurement tools to identify and address what was missing. The integration of our AI infrastructure with the end-to-end telecom test lines allowed Rebaca to refine its solution in a realistic setting, a critical step that cannot be accomplished in a vacuum. This synergy helped create a powerful solution that helps mobile operators diagnose complex issues efficiently.

How ABot-AI Addresses 5G Testing Pain Points

How ABot-AI Adds Value and the Telecom Ecosystem

The certification of ABot-AI brings significant advantages to Communication Service Providers (CSPs) and vendors operating within the Dell ecosystem.

  • Plug-and-Play Readiness: Because ABot-AI is Dell Technologies Telecom Certified, CSPs and vendors have the assurance that the quality of the Abot-AI software is compatible with and ready for stable deployment on Dell Technologies telecom infrastructure.
  • Shared Telemetry & Infrastructure: ABot-AI can tap into OTEL’s end-to-end telecom test line and AI infrastructure to analyze PCAPs, logs, KPIs across test/facility environments to provide deep RCA cutting time from detection to diagnosis.
  • Accelerated Time to Value: Being Dell Technologies Telecom Certified helps reduce the time required for solution validation, go-to-market proofs, and production readiness—beneficial in lab, pre-prod, or roll-out phases.
  • Ecosystem Trust & Expansion: For CSPs and vendors working with the Dell ecosystem, having ABot-AI already certified means less risk, more trust, and a smoother path to adoption—helping business case justification and faster network deployment.

Business Impact in the Dell + OTEL Context

The collaboration delivers tangible business outcomes for network operators.

Faster Roll-out & Deployment: With ABot-AI validated on the same infrastructure that CSPs use, operators can accelerate “lab→field” deployment of analytics and RCA capabilities.

Reduced Integration Risk: Certification means less surprises when ABot-AI is deployed on Dell’s platforms, which reduces cost, delays, and engineering effort.

Stronger Ecosystem Leverage: The certification in OTEL brings ABot-AI into a broader ecosystem of CSPs, vendors, partners—thereby increasing its use cases, reach, and return on investment.

Better Network Assurance: With integrated analytics on a certified platform, CSPs gain higher confidence in their 5G/edge environments, making SLA compliance, fault avoidance and service quality more manageable.

Conclusion: Transforming RCA into Collaborative AI

The certification of Rebaca’s ABot-AI in the Dell Open Telecom Ecosystem Lab showcases the power of collaboration. By combining Rebaca’s innovative AI solution with Dell’s robust, AI-ready infrastructure and deep telecom expertise, we are empowering operators with a powerful, modular RCA platform. This synergy creates a foundation for AI-based RCA that turns every network event into an opportunity for insight and smarter network performance.

Discover how ABot-AI and Dell Technologies can revolutionize your 5G operations. Experience firsthand how intelligent RCA transforms network resilience.

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