We’re dwelling via a exceptional paradox. AI has by no means been extra succesful—or extra difficult. Each enterprise needs to harness its energy, but most are wrestling with a elementary stress: how do you deploy cutting-edge AI whereas sustaining sovereignty over your knowledge, complying with more and more stringent laws, and working throughout the present financial realities of scarce GPU assets? Based on the 2025 Cisco AI Readiness Index, solely 13% of organizations are absolutely ready to seize AI’s transformative worth, highlighting this vital hole between ambition and operational actuality.
For enterprises to speed up adoption of AI, we have to essentially 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 allows organizations to develop domain-specific Small Language Fashions (SLMs) utilizing their very own proprietary knowledge—deployable throughout SaaS and on-premise environments with the flexibleness and management that right this moment’s enterprises demand.
Why This Issues Now
We’re rapidly shifting 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 the whole web. They want specialised intelligence constructed on their knowledge, addressing their particular use circumstances, 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 knowledge 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 Cloth to interrupt down knowledge silos and allow smarter decision-making. As my colleague Kamal outlined in his latest publish on machine knowledge, we’re creating AI that doesn’t simply perceive generic issues—it understands your issues, in your surroundings, with your compliance necessities.
NeuralFabric’s capabilities will assist develop and strengthen the muse of AI Canvas by introducing superior instruments for modular SLM growth, 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 knowledge platforms, and bespoke SLM growth. NeuralFabric’s modular strategy to AI doesn’t simply resolve right this moment’s issues—it anticipates tomorrow’s necessities via steady studying from real-world knowledge 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 influence your operations.
For our prospects, this implies quicker paths to constructing, coaching, and deploying domain-specific fashions with enhanced knowledge privateness and unprecedented flexibility.
For our engineers, it means additional increasing our already dynamic AI capabilities with a group that shares our dedication to enterprise-grade safety and accountable AI practices.
Transferring Ahead at Pace
The AI panorama is evolving too quickly for half-measures or incremental considering. Cisco is dedicated to delivering differentiated options that deal with real-world enterprise challenges—not with guarantees, however with platforms that work the place and the way our prospects want them most.
NeuralFabric’s group will be part of us in Cisco’s AI Software program and Platform group, and collectively, we’ll proceed constructing the infrastructure that enterprises have to operationalize AI with confidence and management.
The transaction is predicted to shut in Q2 of our fiscal 12 months 2026. Between every now and then, each firms will proceed working independently, however our shared imaginative and prescient is already clear: making enterprise AI not simply attainable, 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.
