Vitria Technology has unveiled a major advancement in autonomous network operations ahead of FutureNet World London 2026, introducing its Autonomous Knowledge Plane powered by Self-Evolving Knowledge. This marks a significant move away from probability-based AI toward a model that emphasizes knowledge-driven, transparent, and increasingly self-governing operations.
As telecom operators push toward 5G-Advanced and Network-as-a-Service (NaaS), conventional data-focused methods are showing limitations due to a lack of contextual depth. Current observability and AIOps tools can identify and link events, but they fall short in understanding the deeper relationships and dependencies within systems. Vitria addresses this challenge by embedding continuously evolving knowledge into operational workflows, enabling AI agents to operate with real-world awareness of networks, services, and processes—minimizing uncertainty and overcoming the “trust gap” that has hindered automation.
As telecom operators push toward 5G-Advanced and Network-as-a-Service (NaaS), conventional data-focused methods are showing limitations due to a lack of contextual depth. Current observability and AIOps tools can identify and link events, but they fall short in understanding the deeper relationships and dependencies within systems. Vitria addresses this challenge by embedding continuously evolving knowledge into operational workflows, enabling AI agents to operate with real-world awareness of networks, services, and processes—minimizing uncertainty and overcoming the “trust gap” that has hindered automation.
The Innovation: Self-Evolving Knowledge
At the heart of this approach is the VIA Knowledge Plane—a dynamic, ever-updating layer that combines telemetry, topology, and organizational knowledge. It automatically extracts insights from CMDBs, logs, metrics, and past incidents to construct adaptive ontologies based on W3C semantic standards. This creates a knowledge-driven digital twin that maps relationships across infrastructure, virtual systems, and services, allowing AI to reason, take action, and continuously improve.
Dr. Dale Skeen, co-founder and CTO of Vitria Technology, emphasized: “True autonomy depends on more than raw data—it requires deep understanding. With the rise of agentic AI, operating without that understanding is no longer just a limitation; it becomes a risk. Vitria’s Self-Evolving Knowledge Plane shifts AIOps from simple reporting to meaningful comprehension, enabling AI to interpret complex environments, act accurately, and enhance outcomes over time—offering a practical path to autonomous operations.”
Dr. Dale Skeen, co-founder and CTO of Vitria Technology, emphasized: “True autonomy depends on more than raw data—it requires deep understanding. With the rise of agentic AI, operating without that understanding is no longer just a limitation; it becomes a risk. Vitria’s Self-Evolving Knowledge Plane shifts AIOps from simple reporting to meaningful comprehension, enabling AI to interpret complex environments, act accurately, and enhance outcomes over time—offering a practical path to autonomous operations.”
From Detection to Resolution
The benefits are particularly clear in complex, multi-domain environments. In a recent implementation, Vitria identified a decline in user experience within the radio network and traced it to capacity issues in a virtualized transport router. By isolating the root cause across multiple layers and initiating automated remediation, the system achieved up to 80% faster resolution times and reduced manual effort by 50–80%.
Key Differentiators
- Deterministic reasoning: AI decisions are grounded in a verifiable knowledge framework, ensuring clarity and accountability.
- Collaborative intelligence: Continuous knowledge sharing and accumulation across systems.
- Standards-based and transparent: Built on open standards with proven operational results.
Currently deployed across some of the world’s largest networks, VIA AIOps delivers over 95% incident resolution rates, enabling extensive automation and proactively resolving issues before they impact customers.
Vitria Technology will showcase these innovations at FutureNet World London in April 2026. More information on the shift from data-centric to knowledge-driven operations is available at Vitria’s website.
Media Contact:
Ava Spinale
Marketing Manager, Vitria
aspinale@vitria.com
LinkedIn: https://www.linkedin.com/in/ava-spinale-a17767295/
Vitria Technology will showcase these innovations at FutureNet World London in April 2026. More information on the shift from data-centric to knowledge-driven operations is available at Vitria’s website.
Media Contact:
Ava Spinale
Marketing Manager, Vitria
aspinale@vitria.com
LinkedIn: https://www.linkedin.com/in/ava-spinale-a17767295/
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