Strict Data Isolation

Included in all products

Isolate data by tenant.

Data Isolation — Single-Tenant by Design

Each client operates in a dedicated private environment where compute, storage, and network are fully isolated from all others. No data co-mingling. No shared runtime. Residency and governance are enforced per tenant.

How it works (plain language)

  1. Dedicated environment

    • Single-tenant VPC/VNet, private subnets, isolated compute/GPU and storage.

  2. Network boundaries

    • Private ingress (VPN/allowlist), restricted egress, service endpoints only.

  3. Identity & access

    • SSO/OIDC with role-based access; least-privilege admin and session controls.

  4. Data protection

    • TLS in transit, AES-256 at rest; customer-managed keys (BYOK/HSM) with rotation.

  5. Operational separation

    • Per-tenant logs, metrics, backups, and DR; no cross-tenant tooling or pipelines.

  6. Residency & compliance

    • Region pinning (e.g., EU-only); contractual data-processing terms and audit support.

Controls for security & engineering leaders

  • Region & residency policies (EU-only options), zero data retention for foundation model calls.

  • Key management: BYOK/HSM, rotation policies, access workflows.

  • Observability: immutable, tenant-scoped logs; SIEM integration and evidence packs.

  • Change & patch governance: per-tenant windows, version pinning, rollback plans.

  • Segregation testing: periodic validation of boundary controls and lateral-movement defenses.

Why it matters

For Business Stakeholders

For Security & Tech Leaders

Clear separation of client data and obligations.

Hard isolation boundaries reduce blast radius and lateral movement.

Procurement-ready posture for regulated engagements.

Residency, BYOK, and zero-retention enforce policy at the platform layer.

Predictable risk and simpler assurance for customers.

Tenant-scoped logs, backups, and DR simplify audit and incident response.

Outcome: A governed, single-tenant architecture where data and model context never cross tenants, aligning operational reliability with residency, compliance, and audit requirements.

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