We’re dwelling via a exceptional paradox. AI has by no means been extra succesful—or extra sophisticated. Each enterprise desires to harness its energy, but most are wrestling with a basic stress: how do you deploy cutting-edge AI whereas sustaining sovereignty over your information, complying with more and more stringent laws, and working inside the present financial realities of scarce GPU sources? In line with the 2025 Cisco AI Readiness Indexsolely 13% of organizations are absolutely ready to seize AI’s transformative worth, highlighting this important hole between ambition and operational actuality.
For enterprises to speed up adoption of AI, we have to basically rethink how we architect AI for the enterprise.
That’s why I’m excited to announce Cisco’s intent to accumulate NeuralFabric Corp.a Seattle-based enterprise AI platform firm that’s cracked a vital a part of this puzzle. NeuralFabric has constructed an end-to-end generative AI platform that permits organizations to develop domain-specific Small Language Fashions (SLMs) utilizing their very own proprietary information—deployable throughout SaaS and on-premise environments with the pliability and management that right this moment’s enterprises demand.
Why This Issues Now
We’re rapidly transferring away from the period of one-size-fits-all AI in favor of purpose-built fashions. Enterprises don’t want one other generic chatbot educated on all the web. They want specialised intelligence constructed on their information, addressing their particular use instances, working inside their compliance frameworks.
That is precisely the place Cisco AI Canvas is available in—our industry-first generative UI collaborative workspace that we introduced this previous June to redefine how groups and brokers work collectively throughout information domains and groups. AI Canvas leverages SLMs alongside generative UI capabilities to energy clever experiences with Cisco AI Assistant and our domain-specific Deep Community Mannequin, enabling context-aware collaboration that understands your community like by no means earlier than.
The event of SLMs and domain-specific AI fashions just like the Deep Community Mannequin are just the start of Cisco’s dedication to our prospects within the AI period. We launched the world’s first Safety Reasoning Mannequin as a part of our dedication to AI-powered cybersecurity. We’re advancing Cisco Knowledge Material to interrupt down information silos and allow smarter decision-making. As my colleague Kamal outlined in his current put up on machine informationwe’re creating AI that doesn’t simply perceive generic issues—it understands your issues, in your setting, with your compliance necessities.
NeuralFabric’s capabilities will assist develop and strengthen the muse of AI Canvas by introducing superior instruments for modular SLM improvement, streamlined mannequin coaching, and versatile deployment choices.
The Intersection of Innovation and Actuality
Right here’s what excites me about this acquisition: NeuralFabric brings extraordinary engineering expertise with deep experience in distributed techniques, large-scale information platforms, and bespoke SLM improvement. NeuralFabric’s modular method to AI doesn’t simply clear up right this moment’s issues—it anticipates tomorrow’s necessities via steady studying from real-world information patterns, predictive use case modeling that adapts to your {industry}’s evolution, and proactive compliance monitoring that retains you forward of regulatory adjustments earlier than they impression your operations.
For our prospectsthis implies sooner paths to constructing, coaching, and deploying domain-specific fashions with enhanced information privateness and unprecedented flexibility.
For our engineersit means additional increasing our already dynamic AI capabilities with a crew that shares our dedication to enterprise-grade safety and accountable AI practices.
Shifting Ahead at Pace
The AI panorama is evolving too quickly for half-measures or incremental considering. Cisco is dedicated to delivering differentiated options that handle real-world enterprise challenges—not with guarantees, however with platforms that work the place and the way our prospects want them most.
NeuralFabric’s crew will be a part of us in Cisco’s AI Software program and Platform group, and collectively, we’ll proceed constructing the infrastructure that enterprises must operationalize AI with confidence and management.
The transaction is anticipated to shut in Q2 of our fiscal 12 months 2026. Between every now and then, each corporations will proceed working independently, however our shared imaginative and prescient is already clear: making enterprise AI not simply doable, however sensible, safe, and purpose-built for the complexity of recent enterprise.
The way forward for AI isn’t simply clever—it’s intentional. Cisco and NeuralFabric will proceed constructing our subsequent frontier, collectively.
