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Scaling Network Operations with Semantic AI

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Automating Network Operations with AI

Ericsson manages complex telecommunications infrastructure, including the national mobile network of a leading European network provider. But as traffic surged and technologies like 5G and IoT multiplied complexity, manual operations reached their breaking point.

To meet rising demands with leaner resources, Ericsson implemented the semantic automation platform. Instead of reactive workflows and manual routing, the system interprets events through a semantic graph – connecting network data, context, and past issues into smart, explainable actions.

The result: automated operations with 50% fewer staff, higher stability, and proactive network management at scale.

Business Challenge 01

Scaling Under Pressure

Traditional network ops demand high staffing levels. But as 5G and IoT surged, so did the load: Teams spent too much time firefighting.

Business Challenge 02

Noise Without Insight

Dense dependencies, inconsistent signals, constant alerts. Existing tools couldn’t connect the dots. Patterns remained hidden, and prevention took a back seat.

Business Challenge 03

Reactive Overload

Too much time is spent fixing what has already broken. Valuable expertise is tied up in low-level execution rather than strategic optimization.

From Reactive to Proactive Control. More Clarity, Team Empowerment.

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01 From Reactive to Proactive Control
With the semantic graph, issues are no longer routed by rules – they’re understood in context and resolved instantly. The system learns patterns, sees dependencies, and enables 24/7 uptime with less workload.
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02 More Clarity, Team Empowerment
By automating repetitive tasks and revealing hidden patterns, Ericsson freed up expert capacity and shifted focus to strategic work. Today, over 90% of recurring issues are resolved automatically, 30 full-time roles have been redeployed, and 24/7 uptime is secured with fewer resources, all while maintaining full transparency for every decision the system makes.
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Since the platform has taken over network operations, both system management and optimization now run automatically without manual intervention. This gives Ericsson full control at all times and allows them to support the client with additional solutions, without needing to focus on network management.

(translated)

Mark Cieslewicz
Head of Operations, Almato AI

Solutions

Bardioc, the Semantic Data Platform

Bardioc is more than a sovereign semantic platform. It’s a breakthrough in how data becomes value.
Built for governments, enterprises, and regulated industries, Bardioc turns complexity into clarity. It drives meaning. It delivers measurable impact and runs instantly as a trusted foundation for AI and mission-critical data applications, enabling you for decisions that are intelligent, explainable, and fast.
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Get Started!

With Bardioc, you turn your data into strategic advantage. In just 4 weeks, using your real data, tailored to your goals, ready to act.
Schedule your proof of value today

Start your revolution.

Do you have questions or would like to start your project? We're here for you - Please fill out this form and someone from our team will be in touch shortly to help you move forward. If you prefer to speak directly, you can reach us at sales@almato.com or >+49 711 34067810.
  • Week 1

    Kick-off & Objective +
    Bardioc Instance Setup

    Joint target picture and selection of a real-world use case
    Provisioning and base configuration (SaaS)

  • Week 2

    Data Integration +
    Ontology Mapping

    Applying the semantic model to your data and evolving the domain ontology

  • Week 3

    Context Enrichment +
    Application Development

    Optional addition of contextual data
    Implementation of a first live application on the Bardioc platform

  • Week 4

    Visualization Access +
    Recommendations

    Usable visual interface via Bardioc Desktop
    Live data insights with specific next-step outcomes and recommendations.