Managed AI Infrastructure
(Cloud / BYOD / Air-gapped)
Production-grade platforms for the agentic era. Full control, zero lock-in, and military-grade security for your models and data.
System Overview
Secure Gateway & Policy Engine
AuthN / AuthZ / Audit Logging / Tool Filtering
Cloud
On-Prem
Fleet
Reference Architectures
Proven patterns for deploying AI at any scale.
Cloud (Kubernetes)
Multi-tenant or dedicated, staged environments for maximum agility.
- Staged environments (Dev/Staging/Prod)
- Auto-scaling compute nodes
- Managed Kubernetes (GKE/EKS/AKS)
- Integrated CI/CD pipelines
- Global CDN & load balancing
BYOD On-Prem
Air-gapped or hybrid local model hosting for absolute data control.
- Air-gapped deployment capability
- Local model weight storage
- Low-latency internal networking
- Zero data egress policies
- Hybrid-cloud connectivity options
Edge
Jetson-class deployments with centralized fleet management.
- NVIDIA Jetson Orin optimized
- Fleet-wide OTA updates
- Local real-time inference
- Ruggedized hardware support
- Distributed sensor integration
Platform Add-ons
Extend your architecture with enterprise-grade capabilities.
Identity & Access (SSO)
Centralized authentication and authorization for humans and services.
What's Included
- OIDC/OAuth2 + SAML SSO
- SCIM provisioning
- MFA & Conditional Access
- Service-to-service identity
Engines
Outcome
- •Single sign-on for humans + short-lived tokens for services
- •Central audit trail for access
- •Least-privilege by default
Source Control & CI/CD
Enterprise-grade Git platform with integrated automation.
What's Included
- Container registry + signed images
- Build runners (cloud/on-prem)
- Environment promotion flows
- GitOps baseline (Argo CD/Flux)
Engines
Outcome
- •Automated security scanning in CI
- •Predictable, versioned deployments
- •Infrastructure-as-Code standard
Agent Access Control Plane
The security layer for autonomous agents and tool execution.
What's Included
- Identity for AI agents
- RBAC/ABAC tool policies
- Secret brokering (Vault)
- Full tool-call audit logs
Engines
Outcome
- •Agents never see raw credentials
- •Explicit tool allow-listing
- •Real-time policy enforcement
Workflow Orchestration
Durable automation for complex agentic processes.
What's Included
- Versioned workflow definitions
- Human-in-the-loop approvals
- Per-step logs & replays
- Sandboxed execution
Engines
Outcome
- •Reliable retries for flaky APIs
- •Auditable business logic
- •Scalable long-running tasks
NVIDIA DGX Spark
The personal AI supercomputer for your own network.
What you can do with it:
- Run private inference + RAG with zero data egress
- Local fine-tuning & evaluation pipelines
- Air-gapped agent workflows with auditable tool access
Connect 2 units via
NVIDIA ConnectX
Cross-deployment Feature Comparison
Detailed breakdown of capabilities across reference architectures.
| Feature Capability | Managed Cloud | BYOD On-Prem | Edge Fleet |
|---|---|---|---|
| Core Infrastructure | |||
| Data Residency | Regional | Local/Air-gapped | Local |
| Hardware Ownership | Managed | Owned (BYOD) | Owned |
| Multi-tenancy | Available | Dedicated | Dedicated |
| SLA Guarantee | 99.9% - 99.99% | Hardware Dep. | Hardware Dep. |
| Capabilities | |||
| SSO & Identity | Optional | ||
| Audit Logs | Advanced | Full/Immutable | Standard |
| GitOps Workflows | |||
| Agent Sandbox | Limited | ||
| Platform Add-ons | |||
| Identity & SSO | Included | Optional | Optional |
| Source Control & CI/CD | Included | Optional | Optional |
| Agent Access Plane | Optional | Optional | N/A |
| Workflow Orchestration | Optional | Optional | Optional |
| Management | |||
| Patch Management | Automated | Managed Remote | OTA Fleet |
| Scaling | Instant | Hardware Add | Fleet Expansion |
Integrates with your stack
Native support for the tools your team already uses.
Dev
Knowledge
Comms
Data
Observability
Cloud
Implementation Timeline
Infrastructure Audit
Assessment of existing stack, security requirements, and model needs.
Base Deployment
Provisioning of reference architecture and core networking.
Add-on Integration
Configuration of SSO, CI/CD, and Access Control planes.
Handover & Scaling
Documentation, training, and transition to managed support.
Operational Posture
Security & Compliance
Our infrastructure patterns are built to be SOC2-ready from day one, emphasizing immutable logs and strict identity control.
Zero-Trust IAM
Granular policies for both humans and AI agents with short-lived session tokens.
Audit-Ready Logging
Every model call and tool execution is logged to a centralized, tamper-proof repository.
Network Isolation
VPC peering, egress filtering, and air-gapped options to prevent data leakage.
Enthusiast Infra Package
Want the full self-hosted stack as a ready-to-run product? The Enthusiast Infra Package combines 2× DGX Spark, 60 TB NAS, an orchestrator node, and 10× Raspberry Pi 5 worker nodes for distributed scraping and agentic workflows — assembled, configured, and shipped.
Stop fighting your infrastructure
We'll audit your current setup, recommend the right Cloud or hardware tier, and have your customized AI environment running in weeks.
Book a scoping call