Cisco Acquires AI Startup NeuralFabric to Strengthen Enterprise Generative AI Capabilities

Cisco Expands AI Portfolio with NeuralFabric Acquisition

Cisco Systems announced its intent to acquire NeuralFabric Corp., a Seattle-area AI startup founded by Microsoft veterans, as part of the networking giant's continued push into enterprise generative AI. The acquisition, with undisclosed financial terms, is expected to close in the second quarter of Cisco's 2026 fiscal year 1

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Source: Cisco

The deal represents a strategic move to address what Cisco identifies as a critical gap in enterprise AI adoption. According to the company's 2025 AI Readiness Index, only 13% of organizations are fully prepared to capture AI's transformative value, highlighting the significant disconnect between AI ambition and operational reality 2

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NeuralFabric's Specialized AI Platform

Founded in 2023, NeuralFabric has developed an end-to-end generative AI platform that enables organizations to create domain-specific Small Language Models (SLMs) using their proprietary data. The Redmond-based startup employs approximately nine people and has raised at least $5 million in funding from investors including Collab+Currency, CMT Digital, and New Form Capital 1

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The company's leadership team includes CEO Weijie Lin, a former Microsoft Azure engineering veteran, alongside longtime Microsoft executive John deVadoss, AI entrepreneur Jesus Rodriguez as president, and cloud security veteran Mark Baciak as CTO. Former Microsoft director Drew Gude serves as chief revenue officer 1

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NeuralFabric's technology addresses a fundamental challenge in enterprise AI deployment: enabling companies to maintain data sovereignty while leveraging AI capabilities. The platform allows deployment across both SaaS and on-premises environments, providing the flexibility and control that modern enterprises require 2

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Integration with Cisco's AI Canvas

The acquisition will strengthen Cisco's AI Canvas initiative, a generative UI and collaboration environment announced in June 2024. DJ Sampath, Cisco's senior vice president for AI software and platforms, emphasized that NeuralFabric has "cracked a crucial part of this puzzle" by developing technology that enables companies to build domain-specific models using proprietary data 1

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AI Canvas represents Cisco's vision for the future of enterprise collaboration, leveraging SLMs alongside generative UI capabilities to power intelligent experiences. The platform works with Cisco's AI Assistant and domain-specific models like the Deep Network Model, enabling context-aware collaboration that understands network environments 2

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Cisco's Broader AI Investment Strategy

This acquisition aligns with Cisco's $1 billion commitment to AI investments announced in 2024. The company has been actively investing in AI startups and acquiring AI companies to build its capabilities. Recent investments include Gruve.ai, a one-year-old startup focused on outcome-based AI solutions, and partnerships with French AI startup Mistral AI for AI agent development 3

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Cisco has also invested in established AI companies like Cohere and Scale AI through its AI investment fund, while acquiring AI firms including Deeper Insights AI Ltd. and Robust Intelligence in 2024 3

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The NeuralFabric team will join Cisco's AI Software and Platform organization, bringing expertise in distributed systems, model training, and flexible deployment capabilities. This integration is expected to accelerate Cisco's development of enterprise-grade AI solutions that address real-world business challenges while maintaining security and compliance requirements 2

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