Identity provider
What Okta handles
- Workforce and customer authentication (SSO, MFA)
- Answering "Who are you?" at login
- Identity lifecycle and directory management
- The IAM investment your teams already rely on
Comparison
PlainID vs Okta
Traditional IAM like Okta secures your logins — it doesn't secure autonomous AI behavior. PlainID was built for runtime authorization, governing the full AI execution flow from prompts, through data retrieval, MCP tools and APIs, to outputs, with continuous, policy-based enforcement.
- Best for
- Enterprises securing agentic AI
- Okta best for
- Workforce & customer authentication
- Relationship
- Extends Okta — no rip-and-replace
Why PlainID is different from Okta for agentic AI
Fortune 500 enterprises trust PlainID to securely scale agentic AI systems. Here's where the two platforms actually diverge, capability by capability.
Capability areaPlainIDOkta / Auth0 for AI agents
AI & data flow coverage
Full coverage: Full coverage
True end-to-end control across Agentic, Data, APIs, Microservices and Apps: Prompt → Data → Tools → Output.
Partial coverage: Partial
Data/API retrieval layer only; lacks native prompt or output guardrails.
Authorization lifecycle
Full coverage: Central management
Full coverage across Discover → Manage → Authorize, in one platform.
Partial coverage: Fragmented
Separate, developer-managed tools (FGA, Token Vault, Identity Engine).
Decision enforcement
Full coverage: Real-time & dynamic
Continuous authorization driven by context and intent (Zero Standing Privileges / just-in-time).
Gap / limitation: Static
Relationship-based ReBAC (tuples) and machine tokens, evaluated once.
Identity & accountability
Full coverage: Bound & owned
Every action tied to human & agent identities, with clear ownership and scope.
Gap / limitation: Governed separately
Agent and human identities are not bound — no link from an agent's action to the end user behind it.
Prevention model
Full coverage: Proactive
Enforcement before data is retrieved or exposed, with built-in output masking.
Gap / limitation: Reactive
Relies on token storage and pre-retrieval filtering; no output masking.
Data access controls
Full coverage: Business-context aware
Proactive enforcement with masking across all data types.
Partial coverage: Partial
Table- or object-level support only, with no business context.
API / MCP access controls
Full coverage: Full transaction control
Governs the full transaction — including adaptation of parameter input and masking of the response.
Partial coverage: Partial
Controls API/MCP access with tokens and scopes only.
- Full coverage
- Partial coverage
- Gap / limitation
Okta was built for identity. PlainID was built for runtime authorization.
Many enterprises already rely on Okta for authentication and workforce identity. PlainID doesn't replace that investment — it extends it with the runtime authorization layer required for AI agents, APIs, and autonomous workflows. Where Okta answers "Who are you?", PlainID continuously answers "What are you allowed to do right now, in this exact context?"
PlainID control plane
Policy & control plane (PlainID)
What PlainID handles & adds
- Authorization as a control plane, not an add-on
- Full control across prompts, data, tools, and outputs
- Continuous, just-in-time enforcement with Zero Standing Privileges
- Pre-built integrations across AI frameworks, APIs, and data platforms
Trusted to enforce authorization at enterprise scale
50%+
Of successful cybersecurity attacks against AI agents will exploit access control issues through 2029 — Gartner, "How to Secure Custom-Built AI Agents," 11 June 2025
2B+
Authorization decisions processed annually, built for high-scale, real-time enforcement across complex environments
F500
Fortune 500 enterprises trust PlainID to secure millions of identities, recognized by Gartner and KuppingerCole in authorization and security platforms
Runtime decisioning in place of one-time checks
PlainID's Runtime Authorization Platform is designed for how AI systems actually operate: accessing data, invoking tools, and making decisions across systems in real time.
Runtime decisioning
Every request is evaluated in the moment it happens, not just once at login.
Intent-based enforcement
Access is tied to every action's actual intent, not a static role or standing token.
Context-aware policies
Consistent policies applied across APIs, data, and AI — evaluating the human user, the AI agent, and the intent together.
Zero Standing Privileges
Access exists only when it's needed, for the exact purpose required, and is revoked immediately after use.
Comparing other options?
Comparison
PlainID vs SailPoint
Identity governance vs. runtime authorization, compared.
Comparison
PlainID vs Ping Identity
Where access management ends and authorization begins.
Comparison
PlainID vs Axiomatics
Policy-based access control, side by side.
Common questions
Okta verifies identity. PlainID controls what AI agents can actually do across the entire agentic AI flow. Authorizing identity alone is no longer enough — PlainID enforces authorization everywhere decisions actually happen: blocking unauthorized intent before execution, filtering what data can be accessed, governing which tools agents can invoke, and masking what is exposed.
No. PlainID doesn't replace your Okta investment — it extends it with the runtime authorization layer required for AI agents, APIs, and autonomous workflows. Okta keeps handling authentication and workforce identity.
Every request is evaluated in the moment it happens, not just once at login. PlainID's Runtime Authorization Platform is designed for how AI systems actually operate: accessing data, invoking tools, and making decisions across systems in real time.
Access exists only when it's needed, and only for the exact purpose it's required. It's revoked immediately after use.
Where Okta answers "Who are you?", PlainID continuously answers "What are you allowed to do right now, in this exact context?" Together they extend Okta with real-time authorization across AI, APIs, data, and applications — without replacing your IAM stack.
Control what your AI agents actually do
Extend Okta with real-time authorization across AI, APIs, data, and applications. You don't need to replace your IAM stack.