Private AI Infrastructure
Technical Specification & Deployment Overview
1.0 Executive Summary
Aislon provides dedicated, single-tenant infrastructure for Large Language Model (LLM) inference and training. The system is architected to eliminate data exfiltration risks by ensuring that no data or model weights leave the physical boundary of the provisioned hardware.
Unlike public cloud API providers where data mingles on shared GPU clusters, Aislon allocates physical hardware exclusively to a single tenant. This approach satisfies strict data sovereignty requirements.
2.0 Infrastructure Specifications
Compute Nodes
Configurable bare-metal clusters tailored for high-throughput inference or fine-tuning.
- NVIDIA H100 / H200 Tensor Core GPUs
- NVLink interconnect for model parallelism
- No virtualization overhead (0% hypervisor penalty)
Network Isolation
Data plane traffic is physically confined. Control plane is strictly separated via out-of-band management.
- Private VPC with private endpoints only
- Optional air-gapped delivery (offline appliances)
- Direct Connect / FastConnect support
| Specification | Standard Deployment | Sovereign / Air-Gapped |
|---|---|---|
| Data Residency | US-East (FedRAMP High) | Customer On-Premise |
| Connectivity | VPN / PrivateLink | Offline / Local LAN Only |
| Auth Provider | OIDC / SAML 2.0 | Active Directory / LDAP / CAC |
| Updates | Managed OTA | Physical Media / Manual Patch |
3.0 Security Controls
Data Encryption
All volumes are encrypted at rest using AES-256 with keys managed via dedicated HSMs (AWS CloudHSM or on-prem equivalent). TLS 1.3 is enforced for all control plane traffic.
Access Control & Auditing
Granular RBAC policies for all API endpoints. Immutable audit logs capture every inference request, including prompt metadata (content logging optional per policy), timestamp, and requesting user identity.
Supply Chain Security
Software Bill of Materials (SBOM) available for all container images. Model weights are cryptographically signed to prevent tampering during transit or storage.
4.0 Engagement Model
Initialize Engagement
We offer a structured engagement process for government clients, starting with a technical capabilities briefing and architecture review. Support for OTA (Other Transaction Authority) and urgent operational requirements is available.