Private AI Solutions
Deploy enterprise-grade generative AI models, vector databases, and agentic workflows completely within your dedicated private cloud or on-premise infrastructure - with zero external data exposure.
Zero Data Leakage
No data sent to external APIs
Air-Gapped & On-Premises
Full offline operational capability
Granular RBAC & IAM
Role-based enterprise permissions
Full Data Sovereignty
Strict geographic data residency
Why Organizations Are Moving Away From Public AI
As regulatory scrutiny increases and proprietary data privacy concerns mount, enterprises cannot afford the risk of leaking trade secrets, intellectual property, or customer data to public multi-tenant APIs.
What is Private AI?
Private AI delivers enterprise generative AI capabilities hosted entirely on your infrastructure (private VPC or on-premise), ensuring strict data boundaries and full governance.
You control the models, the data pipelines, and the access controls - with zero data sent to external cloud providers.
Isolated Infrastructure
Deploy on dedicated private compute
Zero Retention
No data logged or used for external training
Complete Governance
Enforce granular audit logs and access controls
Total Control
Own your weights, embeddings, and models
Deployment Models We Support
On-Premises AI
Deploy LLMs and RAG stacks on your physical bare-metal GPU clusters for air-gapped security.
Private Cloud AI
Host isolated AI workloads within your dedicated AWS, Azure, or GCP Virtual Private Cloud (VPC).
Sovereign AI
Comply with regional data residency and jurisdiction mandates (EU GDPR, CCPA, HIPAA).
Hybrid AI
Combine sensitive on-premise data processing with scalable cloud orchestration.
Why Private AI Matters
Complete Data Sovereignty
Full control over where your data resides and how it is processed.
Strict Regulatory Compliance
Meet HIPAA, GDPR, ISO 27001, and financial compliance mandates.
Protection of Proprietary IP
Keep sensitive algorithms, customer records, and trade secrets confidential.
No Third-Party Logging
Prevent third-party AI vendors from logging, retaining, or viewing your queries.
Predictable Enterprise Costs
Eliminate variable token-based API costs with dedicated GPU compute.
Air-Gapped Operation
Run mission-critical AI workloads in completely isolated environments without internet connectivity.
Beyond Private AI: A Complete Enterprise AI Platform
We architect end-to-end private AI ecosystems equipped with everything required for production readiness.
Private LLMs & Open-Source Models
Deploy fine-tuned Llama 3, Mistral, Gemma, or custom models on dedicated inference servers.
Self-Hosted Vector Databases
Secure vector storage with Milvus, Qdrant, PGVector, or Chroma hosted on your private cluster.
Private RAG & Data Pipelines
Connect private documents and internal databases with air-gapped retrieval pipelines.
Guardrails & Observability
Comprehensive telemetry, latency monitoring, hallucination prevention, and RBAC access controls.
Why GenAI Protos?
Infrastructure-Agnostic Expertise
Deep experience across NVIDIA DGX, Kubernetes, AWS, Azure, GCP, and bare-metal environments.
Air-Gapped Deployment Specialists
Proven implementations for highly classified, regulated, and zero-internet environments.
End-to-End Security Architecture
Full encryption in transit and at rest, hardware security modules, and strict IAM integration.
Hardware Optimization & Model Pruning
Optimize inference latency and GPU utilization with vLLM, TensorRT-LLM, and quantization.
Complete IP Ownership
You own all code, configurations, container images, and fine-tuned weights with zero vendor lock-in.
24/7 Enterprise Support
Dedicated AI infrastructure engineers ensuring maximum uptime, monitoring, and scaling.
What We Deploy
Foundation Models & LLMs
Databases & Vector Storage
Hardware & Platforms
Our Solutions
Air-gapped and private on-premises AI solutions engineered for extreme privacy and compliance.
LLM Chatbot on Jetson Nano
Deploy conversational AI at the edge with complete privacy, running fully on your Jetson device with no cloud calls or token-based costs.
Healthcare Image Analysis
HIPAA-compliant, on-prem healthcare diagnostics using the MONAI framework, keeping sensitive medical images within your secure environment.
Retail Product Recognition
Real-time product analytics and visual search at the edge, running on private retail hardware without sending data to the public cloud.
Private Full-Duplex Voice Agent Runtime Deployed on DGX Spark
Explore how sovereign, zero-data-leakage voice intelligence was deployed on bare-metal DGX Spark clusters, achieving uninterrupted full-duplex conversational streaming with enterprise compliance.
Live Hardware Demos: Test our on-device edge deployments, Jetson runtimes, and DGX Spark benchmarks in GP Lab Edge AI.
Where Our Private & Sovereign AI Delivers Highest Security
Strict HIPAA-compliant diagnostic vision models running 100% inside hospital VPCs with zero external cloud calls.
Air-gapped on-device vision and conversational inspection assistants running on NVIDIA Jetson embedded hardware.
Sovereign confidential office copilots and speech-to-text engines deployed on dedicated DGX Spark compute clusters.
Frequently Asked Questions
Everything you need to know about our Private, On-Premise & Sovereign AI deployments
What is Private AI and how does it differ from public AI?
Can Private AI run in fully air-gapped environments?
What hardware is required for on-premise Private AI?
How do you ensure data security and compliance?
Which open-source models can be deployed privately?
How long does a Private AI deployment take?
Own Your AI Infrastructure. Not Just Your Models.
Deploy enterprise generative AI that guarantees complete data residency, zero leakage, and absolute sovereignty across your private cloud or on-premise environments.
