NeuralFabric
Category: Foundation Models / LLMs
High-performance, business-ready modular platform that lets enterprises build purpose-built small language models using their proprietary data NeuralFabric was founded in 2023. The company is led by Weijie Lin. Based in Seattle, United States. Team size: 9. Total funding raised: $5M. Latest round: Pre-seed ($5M, 2024-03-29) - NeuralFabric. Key investors include Tribe Capital, CMT Digital, New Form Capital, Collab+Currency, Borderless Capital, Kenetic Capital.
- Founded
- 2023
- Headquarters
- Seattle, United States
- Team size
- 9
- Total funding
- $5M
Value proposition
Reduces costs of AI model development by 70%, ensures data sovereignty, and democratizes access to generative AI through micro-foundation models
Products and solutions
Generative AI platform for SLM development, Domain-specific micro-foundation models, Deployment tools for cloud/edge/on-premise environments
Unique value
Pioneers micro-foundation models that optimize training/deployment costs while maintaining data privacy and sovereignty
Target customer
Enterprises requiring customized AI models for vertical-specific tasks (healthcare, finance, energy, public sector)
Industries served
Healthcare, Financial Services, Scientific Computing, Energy, Public Sector
Technology advantage
Proprietary architecture for SLMs reduces hardware requirements and inference costs by 70% compared to large language models, with flexible deployment across SaaS and on-premise environments
How they differentiate
Focuses on business-ready small language models (SLMs) with scalable deployment options, integrated with Cisco's enterprise infrastructure post-acquisition, emphasizing data sovereignty and cost reduction
Main competitors
Google (Gemini), Microsoft (Azure AI), IBM (Watsonx), NVIDIA (NVIDIA NIM), OpenAI (ChatGPT)
Key partnerships
Cisco (acquirer, integrating into enterprise AI infrastructure), Sustain360 (collaboration on ESG domain-specific models)
Notable customers
N/A
Major milestones
2023: Founded by Microsoft Azure veterans, 2023: $5M pre-seed funding from multiple VCs, 2025: Acquired by Cisco for GenAI expansion, Post-acquisition: Integration into Cisco's AI Canvas platform
Growth metrics
N/A (acquired before public metrics)
Market positioning
Enterprise-focused generative AI solutions, targeting industries requiring secure, on-premise AI deployment through Cisco's global networking ecosystem
Geographic focus
North America (headquartered in Seattle, WA) with global enterprise client reach via Cisco's operations
Patents and IP
No publicly disclosed patents, but protected through trade secrets and proprietary algorithms
About Weijie Lin
Former Microsoft Azure engineering veteran with extensive experience in cloud platform development and scaling services globally. Led Azure platform engineering teams, scaled services to 15+ regions with 100M+ daily requests.
Official website: https://www.neuralfabric.ai