"The acquisition should help organizations build, train, and deploy specific AI models and Small Language Models (SLMs) within their own infrastructure. NeuralFabric's technology should primarily ensure that the new AI Canvas has an even more solid foundation. The future of AI models lies at least as much in small models as in large ones. To make AI truly interesting within organizations, we don't need another generic model, but rather more specialized models and SLMs."
"We have already seen examples of this with the Security Reasoning Model and the Deep Network Model. The first model focuses specifically on security issues and is based on more than 30 years of telemetry from Cisco itself. The second model is an important pillar of AgenticOps developments at Cisco, specifically AI Canvas. We recently wrote an extensive article about the latter."
Cisco acquired NeuralFabric to strengthen enterprise AI capabilities by enabling organizations to build, train, and deploy specialized AI models and Small Language Models (SLMs) on-premises. NeuralFabric provides a platform that allows organizations to train models using their own data in their own environments, addressing compliance and reliability needs. Existing Cisco models such as the Security Reasoning Model and the Deep Network Model illustrate the value of specialized models for security and AgenticOps use cases like AI Canvas. Successful deployment depends on a solid, compliant foundation to support organization-specific models and operational workflows.
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