Powering Enterprise AI with NVIDIA DGX Spark
The Foundation of Our On-Premises AI Solutions
At GenAI Protos, we believe that enterprise AI should never compromise on data sovereignty. That's why we've built our entire AI service portfolio on NVIDIA DGX Sparka revolutionary AI supercomputer that brings datacenter-class performance to a compact, power-efficient form factor designed for enterprise deployments.
Explore MoreWhat is NVIDIA DGX Spark?
NVIDIA DGX Spark represents a new category of AI infrastructure: a desktop AI supercomputer powered by the groundbreaking NVIDIA GB10 Grace Blackwell Superchip. Despite its compact 150mm x 150mm footprint, this remarkable system delivers 1 PETAFLOP of AI performance—bringing capabilities previously reserved for massive datacenter clusters directly to your organization's infrastructure.
Technical Excellence
Unprecedented Computing Power
- NVIDIA GB10 Grace Blackwell Superchip: The world's most advanced AI processor architecture
- 1 PFLOP of AI Performance: Capable of processing 1 quadrillion floating-point operations per second at FP4 precision
- 128GB Unified Memory: Coherent, high-bandwidth memory enabling seamless AI workload processing
- 200 Billion Parameter Models: Run state-of-the-art large language models locally without cloud dependency
Enterprise-Grade Infrastructure
Robust Hardware Design
- ConnectX-7 Smart NIC: Advanced networking for high-speed data transfer and cluster connectivity
- 4TB NVMe Storage: Self-encrypting storage for secure data handling
- Power Efficient Design: Delivers supercomputer performance in a compact, desk-friendly form factor
- Complete AI Software Stack: Pre-installed NVIDIA AI software ecosystem for immediate productivity
Why It Matters
Traditional enterprise AI deployments face an impossible choice: send sensitive data to cloud providers for processing, or invest millions in datacenter-scale infrastructure. NVIDIA DGX Spark eliminates this tradeoff, enabling organizations to:
How GenAI Protos Leverages DGX Spark
We've architected our entire AI service portfolio around NVIDIA DGX Spark's capabilities, creating enterprise solutions that deliver cloud-scale intelligence with on-premises security. Every service we offer runs natively on DGX Spark infrastructure, ensuring that your data never leaves your environment.
Data Sovereignty by Design
Every GenAI Protos solution is engineered to run entirely on your NVIDIA DGX Spark infrastructure. From speech recognition to enterprise search, from document analysis to conversational AI—all processing happens within your firewall. We don't just promise privacy; we architect it into every layer.
Production-Ready Performance
NVIDIA DGX Spark's 1 PETAFLOP of AI performance enables us to deliver real-time responses across all our services. Whether you're running voice AI conversations, searching enterprise knowledge bases, or processing documents, users experience sub-second response times that rival cloud solutions.
Open-Source Foundation
We leverage state-of-the-art open-source AI models optimized for DGX Spark's Grace Blackwell architecture, including:
- GPT OSS 120B (Reasoning & Generation)
- NVIDIA Riva (Speech AI)
- Vector Embedding Models (Semantic Search)
- Custom Fine-Tuned Models (Domain Specific)
Solutions Built on DGX Spark
1. SparkVault: Enterprise Knowledge Management
Organizations accumulate terabytes of valuable knowledge trapped in document silos, making critical information nearly impossible to find when needed.
SparkVault transforms your document repositories into an intelligent knowledge base powered by Retrieval Augmented Generation (RAG). Running entirely on DGX Spark, it combines semantic vector search with the GPT OSS 120B large language model to deliver instant, contextual answers from your private documents.
How DGX Spark Powers SparkVault
Key Capabilities
- Semantic Search: Understands meaning and context
- Source Attribution: Every answer includes citations
- Real-Time Streaming: Responses stream via SSE
- Multi-Format Support: PDFs, Word, PPT, etc.
- Role-Based Access: Respects permissions
- Multi-Tenant Architecture: Isolated workspaces
Performance Metrics
2. Legal Case Management System
Law firms and legal departments need AI-powered assistance for case management but cannot expose client information to external cloud services.
An enterprise legal assistant built on Agno AgentOS that manages clients, documents, and provides intelligent case search—all running on DGX Spark infrastructure with complete data isolation.
How DGX Spark Powers Legal AI
Security & Compliance
- Attorney-client privilege maintained with complete on-premises processing
- Document-level encryption at rest
- Comprehensive audit trails for all operations
- Role-based access control for different attorney levels
3. Sparky: Enterprise Voice AI Assistant
Organizations need voice AI capabilities but cannot risk sending audio recordings and conversations to third-party cloud services.
Sparky is a fully on-premises voice AI assistant that combines NVIDIA Riva's industry-leading speech processing with the GPT OSS 120B language model. Every word spoken, transcribed, and generated stays within your DGX Spark infrastructure.
Technical Architecture
- ►NVIDIA Riva ASR: GPU-accelerated automatic speech recognition
- ►GPT OSS 120B: Advanced language understanding
- ►NVIDIA Riva TTS: Neural text-to-speech
- ►Silero VAD: Voice activity detection
- ►LiveKit: WebRTC-based real-time communication
Performance
4. Healthcare AI Models: Finetuning Pipeline
Healthcare organizations need AI models trained on clinical terminology and workflows, but cannot send sensitive medical data to external fine-tuning services.
A complete model fine-tuning pipeline running on DGX Spark that trains specialized healthcare AI models on clinical trial data, medical Q&A, and patient visit summaries—all on-premises.
How DGX Spark Powers Model Training
Compliance & Security
- All training data stays on-premises
- HIPAA-compliant data handling
- De-identified datasets with privacy guarantees
- Audit trails for all training runs
Want to bring NVIDIA DGX Spark into your AI stack?
Speak with our architects about designing on-prem AI solutions on top of DGX Spark for your enterprise.
Frequently Asked Questions
Everything you need to know about the product & billing