TLDR: Cisco has announced its intent to acquire NeuralFabric Corp., a Seattle-based enterprise AI platform company. This acquisition aims to bolster Cisco’s enterprise generative AI initiatives, particularly its AI Canvas platform, by integrating NeuralFabric’s expertise in modular Small Language Model (SLM) development, streamlined model training, and flexible deployment options. The transaction is expected to close in Q2 of Cisco’s fiscal year 2026.
Cisco, a global leader in networking and IT, revealed on November 13, 2025, its strategic intent to acquire NeuralFabric Corp., an innovative enterprise AI platform company headquartered in Seattle. This move is set to significantly advance Cisco’s generative AI strategy, focusing on delivering purpose-built AI solutions for enterprise clients.
The acquisition addresses a critical challenge highlighted by the 2025 Cisco AI Readiness Index, which indicates that only 13% of organizations are fully prepared to leverage the transformative potential of AI. DJ Sampath, Senior Vice President of AI Software and Platform at Cisco, emphasized the need to ‘fundamentally rethink how we architect AI for the enterprise’ to bridge this gap between ambition and operational reality.
NeuralFabric specializes in an end-to-end generative AI platform that empowers organizations to develop domain-specific Small Language Models (SLMs) using their proprietary data. These models can be deployed flexibly across both SaaS and on-premise environments, offering enterprises the control and data sovereignty they require. This capability is particularly crucial as the industry shifts away from generic AI models towards specialized intelligence tailored to specific business use cases and compliance frameworks.
The integration of NeuralFabric’s technology will strengthen Cisco AI Canvas, the company’s generative UI collaborative workspace launched in June. AI Canvas utilizes SLMs and generative UI to power intelligent experiences, including the Cisco AI Assistant and domain-specific Deep Network Model, which enhances context-aware collaboration within network environments. NeuralFabric’s contributions will include advanced tools for modular SLM development, streamlined model training, and versatile deployment options, further solidifying the foundation of AI Canvas.
Sampath expressed excitement about NeuralFabric’s ‘extraordinary engineering talent with deep expertise in distributed systems, large-scale data platforms, and bespoke SLM development.’ He noted that NeuralFabric’s modular AI approach is designed not only to solve current problems but also to anticipate future requirements through continuous learning, predictive use case modeling, and proactive compliance monitoring.
This acquisition is expected to provide Cisco’s customers with faster pathways to building, training, and deploying domain-specific models, coupled with enhanced data privacy and unprecedented flexibility. For Cisco’s engineering teams, it means expanding their AI capabilities with a team committed to enterprise-grade security and responsible AI practices.
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NeuralFabric’s team will join Cisco’s AI Software and Platform organization. The transaction is anticipated to conclude in the second quarter of Cisco’s fiscal year 2026. Until then, both companies will operate independently, working towards a shared vision of making enterprise AI practical, secure, and purpose-built for the complexities of modern business.
