AI Concepts

What is BYOK for AI?

BYOK (bring your own key) for AI means the customer supplies and controls the credentials a platform uses — either the model provider API keys behind an AI gateway or the encryption keys protecting stored data. It shifts custody, rotation and revocation to your team and keeps billing and access under your accounts. Control comes with operational responsibility.

Key facts

DefinitionCustomer-supplied and customer-controlled keys used by an AI platform
Two meaningsProvider API keys behind a gateway, and encryption keys protecting your data
Why it mattersCredential custody, billing control, revocation speed and compliance evidence
Plugsky approachPrivate deployments route model traffic through infrastructure you control, with account and audit controls on the platform side
Operational dutiesRotation schedules, secret storage, scoped permissions and revocation drills
Related controlsRBAC, SSO, audit logs and data residency policies
StatusEnterprise deployment options are available; confirm key-custody details for your deployment model with sales or docs
Common trapTreating BYOK as a compliance checkbox without a rotation and revocation process

TL;DR

  • BYOK covers two different things: provider API keys and encryption keys.
  • You gain custody and control; you also gain rotation and revocation duties.
  • Scope each key to the minimum permissions and one purpose.
  • Test revocation before you need it in an incident.
  • Pair BYOK with audit logging so key use is attributable.

How it works, step by step

  1. Decide which keys you bring: model provider credentials, encryption keys, or both.
  2. Define the custody model — who can read, rotate and revoke each key.
  3. Store keys in a managed secret store or hardware module, never in code or plain config.
  4. Scope permissions so a leaked key cannot exceed its intended purpose.
  5. Automate rotation and rehearse revocation on a schedule.
  6. Log key usage and review it against expected workloads.
1Decide which keysyou bring: modelprovider2Define the custodymodel — who canread, rotate and3Store keys in amanaged secretstore or hardware4Scope permissionsso a leaked keycannot exceed its5Automate rotationand rehearserevocation on a6Log key usage andreview it againstexpected workloads.

Try it yourself

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The two BYOK models

First, provider keys: you give an AI platform your own model-provider credentials so requests are billed to you and revocable by you. Second, encryption keys: you hold the keys that protect stored data, so the platform cannot read it without your participation. Some products mean the first, some the second, and enterprise contracts mix both. Clarify which one a vendor means before treating BYOK as a security control.

When BYOK helps

  • Procurement: security reviews often require customer-controlled credentials.
  • Billing: model spend stays on your provider account with your negotiated rates.
  • Incident response: you can revoke a key immediately without waiting on a vendor.
  • Multi-provider strategy: you keep the relationship and can switch gateways.
  • Audit evidence: key ownership and usage logs demonstrate control.

If none of these apply, provider-managed keys are simpler and reduce operational risk.

Common mistakes

  • Storing the key in source control or a plain-text environment file.
  • Issuing one all-powerful key for every environment and team.
  • Never rotating because rotation requires downtime you have not rehearsed.
  • Assuming BYOK removes the vendor from your compliance scope — it changes custody, not data flow.
  • Forgetting that logs and telemetry may still be provider-visible under a BYOK contract.

How Plugsky fits

Plugsky can run in deployment models where model serving and data stay inside your environment — your VPC, on-prem or air-gapped — so credentials and traffic remain under your control. On the platform side, API keys are scoped and revocable, RBAC and SSO govern access, and audit logs record usage. The OpenAI-compatible API means key and endpoint changes do not require application rewrites. Key-custody specifics depend on the deployment model, so confirm them in the docs or with sales during design.

Honest comparison

ModelWho holds keysMain benefitMain duty
Provider-managed keysThe platformSimplest operationTrust the provider
BYOK provider keysYour teamCustody and billing controlRotation and revocation
BYOK encryption keysYour teamPlatform cannot read data aloneKey availability management
Private deploymentYour environmentFull control of keys and trafficRun the infrastructure

Frequently asked questions

What does BYOK mean for AI?

Bring your own key: your organization supplies and controls the credentials an AI platform uses — either model provider API keys, encryption keys protecting your data, or both.

Is BYOK the same as a private deployment?

No. BYOK is about key custody; a private deployment is about where processing happens. They combine well: a VPC or on-prem deployment can also use customer-controlled keys.

Does BYOK make a provider compliant for us?

Not by itself. It changes who controls credentials, but data still flows to the platform unless you also choose a private deployment. Map both custody and data location.

How often should BYOK keys rotate?

Follow your security policy — commonly every 90 days or on staff changes. Automate rotation and rehearse revocation so it is a routine operation, not an incident.

What happens if a BYOK key leaks?

With scoped keys, blast radius is limited to that key's permissions. Revoke it immediately, rotate, and use audit logs to establish what it accessed.

Can Plugsky work with keys I control?

Plugsky supports deployment models — VPC, on-prem and air-gapped — where serving and traffic stay in your environment under your credentials. Confirm the custody details for your chosen deployment with the team.