Network scale, complexity, and operational expectations are growing faster than traditional tools can manage. Intractābilis offers a practical AI and quantum computing driven solutions that transforms how telecom operators, cloud providers, and enterprise network teams manage infrastructure. We deliver modular and scalable intelligence solutions that enhance operational efficiency, accelerate troubleshooting, and streamline the operator experience.
Intelligent Network Management
Intelligent and Resilient Communications Network Management
Retrieval-Augmented Generation for Network Automation
Automating network operations increasingly requires intelligent systems capable of processing vast volumes of technical documentation and operational data. Relying on a language models in isolation often results in incomplete or inaccurate outputs. The key challenge lies in identifying and presenting the most relevant information from raw material so that the model can produce reliable and actionable responses.
Intractābilis has developed a lightweight and efficient retrieval-augmented generation (RAG) framework designed specifically for network automation. The system extracts essential information from diverse data sources, such as network documentation and operational logs, and organises it to support high-performance search. Initial retrieval methods, including BM25, generate a broad set of potentially useful results. These are then refined through re-ranking with a large language model before a final response is composed with precision and clarity.
To address performance demands, the solution incorporates an advanced inference acceleration scheme across retrieval, re-ranking, and generation stages. This significantly reduces response times while sustaining a high level of accuracy. The outcome is a RAG framework that is both fast and scalable, well suited to real-world network operations where rapid and dependable answers are essential.
Quantum Signal Processing for Network Verification
Network Verification is an essential component in network operations as it allows administrators to validate that the configuration aligns with the intended design and that critical property configurations are preserved. This verification process ensures confidence in both the performance and reliability of the network.
Within the data plane, verification determines whether forwarding rules, access control lists, and related elements collectively enforce the desired flow of traffic. In the control plane, the focus shifts to assessing whether routing protocol configurations give rise to a data plane that behaves in line with expectations. Despite advances in this field, many important properties remain difficult to analyse effectively using existing methods.
Intractābilis has developed a network verification protocol based on quantum signal processing delivering marked improvements in efficiency compared to traditional heuristic techniques. The solution enables the rigorous analysis of system-wide properties, showing how individual components, although simple in isolation, interact to produce complex behaviours within a distributed environment. Where a property is found to be violated, the framework is able to identify the properties and their configurations responsible, allowing for precise remediation.
Our communication automation solutions offer a transformational leap in network management bringing real-time, semantically rich understanding to complex infrastructure without introducing operational burden. They have been tested and validated in high-performance scenarios and ideally suited for telecom carriers, hyper scale cloud operators, ISPs, and enterprise IT teams seeking faster root cause identification, enhanced observability, and scalable automation.
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