AI / ML · 03 of 05

Your data. Your weights. Your perimeter.

AI that runs inside your VPC, your on-prem datacenter, or an air-gapped enclave — with the same engineering quality you’d get from the public cloud. SOC 2, HIPAA, RBI, GDPR — we’ve shipped under all of them.

Plan a private deployment ↗See the topology
0Tokens leaving your network
SOC 2HIPAA · RBI · GDPR ready
99.97%Uptime on operated stacks
What you get

Enterprise-grade AI — without the data exfiltration risk.

Six controls that make private AI auditable, not aspirational.

On-prem & VPC deployment

Bare-metal, hypervisor, or single-tenant cloud. Your weights, your network, your kernel.

on-prem · VPC · GovCloud

Zero-egress posture

No prompts, embeddings or telemetry leave your network. We can prove it with NetFlow exports.

deny-by-default

Compliance-ready

Pre-mapped controls for SOC 2, ISO 27001, HIPAA, GDPR, RBI — with the audit evidence pipeline baked in.

SOC2 · HIPAA · ISO · GDPR

Tenant & data isolation

Row-level access, namespace-isolated retrieval, per-tenant LoRAs — no shared embedding spaces.

RLS · namespaces · per-tenant LoRA

Full audit & lineage

Every prompt, every retrieval hit, every tool call — signed and replayable. Auditor-ready in one query.

immutable · signed · replayable

Self-hosted operations

Either we operate it inside your perimeter, or we hand off with runbooks your SRE team can read on day one.

we operate · or you do
How it works

A reference topology you can defend to your CISO.

No black boxes — every layer is open-source or hyperscaler-native and described in your design doc.

Edge / UsersPrivate AI plane (VPC / on-prem)Storage & identityInternal usersApps · SDKSSO · MFAGatewayLLM / SLMGuardrailsRAGToolingEval & auditVector storeDocument lakeVault · KMS

Three layers, one perimeter. No exceptions.

The AI plane never reaches outside the boundary — not for telemetry, not for model updates, not for “just one ping.” Updates ship as signed bundles your team approves.

  • 01
    Identity-bound by default

    Every call carries an SSO-signed JWT — the AI plane can't answer without it. RBAC at retrieval, tool and model layer.

  • 02
    Encrypted & isolated at rest

    Customer-managed keys (CMK / HSM). Per-tenant namespaces in the vector store, per-tenant LoRAs on the model.

  • 03
    Streaming audit pipeline

    Prompts, retrieval hits, tool args/results, model versions — signed and indexed. Forensic queries in seconds.

  • 04
    Signed, offline updates

    Model and code arrive as signed bundles. Your change-board approves before they enter the enclave.

Tech stack

Mature, open, self-hostable.

Everything below runs entirely inside your boundary. No managed-only escape hatches.

Self-hostable models

Llama 3.1 / 3.3Mistral & MixtralQwen 2.5Phi-3DeepSeek

Inference

vLLMTGITritonNVIDIA NIMTensorRT-LLM

Platform

KubernetesOpenShiftVMware Private AINutanix

Vector & data

pgvectorWeaviate (self-host)QdrantElasticsearch

Identity & secrets

Okta · EntraKeycloakHashiCorp VaultHSM / CMK

Guardrails

NeMo GuardrailsPresidio (PII)Guardrails.aiOPA

Observability

OpenTelemetryGrafanaLokiTempoPhoenix

Sovereign cloud

AWS GovCloudAzure GovGCP SovereignOCI Dedicated
From vision to victory

From CISO sign-off to live, in weeks.

A five-step path designed around your change-board, not against it.

01
Week 1
Threat model

Data-flow diagrams, blast radius, regulatory map. We write the doc your auditors will ask for.

02
Week 2
Topology design

Network, identity, key management, model placement. Signed off by your CISO before code runs.

03
Week 3–4
Build in enclave

Inference, RAG, guardrails — all inside the perimeter, all infra-as-code.

04
Week 5–6
Hardening & audit

Pen test, red-team, evidence collection. Hand auditors a ready-made binder.

05
Ongoing
Operate or hand off

Either we run it inside your VPC, or your team takes it with battle-ready runbooks.

Where this fits

Three sectors where private isn't optional.

If your data is regulated, sensitive or competitively valuable, this is the pattern.

Sector · Banking · India

An underwriting copilot inside the firewall.

Llama-based assistant running on the bank's GPU cluster. Trained on 18 years of underwriter notes. Zero internet egress; RBI-aligned audit trail.

14d → 90sMemo turnaround
RBIAudit-aligned
Llama 3 70BvLLMOpenShiftHSM
Sector · Healthcare

HIPAA-grade clinical NLP.

Note summarization + prior-auth drafting for a 12-hospital network. Air-gapped enclave, customer-managed keys, signed audit log per record.

−68%Auth turnaround
HIPAAOn-prem
Mistral 8x22BWeaviateNIM
Sector · Government

Document triage in sovereign cloud.

Classification + redaction pipeline for a national archive. Deployed on sovereign cloud with strict data-residency controls.

4.1MDocs / month
ISO 27001Aligned
Qwen 2.5TritonOPA
Why ETY

We’ve been the team behind the firewall.

9Production private-AI deployments operated end-to-end (banking, health, gov).
0Data-exfiltration incidents across all operated deployments. Ever.
4Frameworks pre-mapped: SOC 2, HIPAA, RBI, ISO 27001.
99.97%Inference uptime SLA on systems we run for clients.