AI Defense Stack

AI security posture management & discovery

Orca Security AI-SPM: agentless AI posture management capability

Orca AI-SPM is an agentless AI posture management capability from Orca Security. It is a commercial product offered as: Cloud-native. Pricing model: not published.

  • Last reviewed
Visit Orca AI-SPM (opens in a new tab)
Commercial Layer 2: Discovery and posture

Best for

Cloud security teams that already use Orca and want AI assets, their configuration and data exposure added to the same inventory

Consider instead if

  • You want AI posture inside Microsoft Defender for Cloud across Azure, AWS and Google Cloud. See Defender AI-SPM.

What Orca AI-SPM does

Orca AI-SPM is the AI security posture part of the Orca Cloud Security Platform. The vendor page says it discovers AI models, datasets, training pipelines and inference endpoints across AWS, Azure and GCP with no agents, and builds an AI bill of materials. It checks that AI models are configured securely, covering network security, data protection, access controls and IAM, and combines data security posture management with AI discovery to show which sensitive datasets AI systems can reach. A separate runtime sensor adds visibility into LLM and MCP activity. The page shows no prices, only demo calls to action, so ask Orca about packaging.

This summary is our own wording of the sourced facts on this page.

Key facts

Each value links to the page that states it, with the date we checked it.

Vendor
Orca Security Source, checked October 21, 2026: orca.security (opens in a new tab)
Status
Active Source, checked October 21, 2026: orca.security (opens in a new tab)
Open source
No: closed source (proprietary) Source, checked October 21, 2026: orca.security (opens in a new tab)
Latest release
Not documented in the sources we checked
Deployment
Cloud-native Source, checked October 21, 2026: orca.security (opens in a new tab)
Pricing model
Not published in the sources we checked Source, checked October 21, 2026: orca.security (opens in a new tab)
Website
orca.security Source, checked October 21, 2026: orca.security (opens in a new tab)
Documentation
Not documented in the sources we checked
API reference
Not documented in the sources we checked
Quickstart
Not documented in the sources we checked
Security page
Not documented in the sources we checked
Attestations or disclosure
Not documented in the sources we checked

Capabilities

As documented by the vendor or project. The tag is our label from a controlled vocabulary.

Integrations

Where Orca AI-SPM fits in our AI security layers

Our analysis

Our editorial model, not a standard. The primary layer follows the category, except for tools whose main documented job is detection and response; other layers rest on a capability the sources document. How the model works.

AI security layers that Orca AI-SPM covers, with the role, how each applies and what it rests on
LayerRoleHow it appliesBased on
L2 Discovery Discovery and posture Primary Find the AI models, services, agents, MCP servers and AI apps in use, and check how each is configured and exposed. Follows its category, AI security posture management & discovery
L6 Runtime Runtime guardrails Also covers Documents a sensor that flags prompt injection patterns at runtime. Gives runtime visibility into LLM and MCP activity through the Orca Sensor and flags prompt injection patterns

OWASP LLM Top 10 mapping

Our analysis

The risk list is OWASP's (Top 10 for LLM Applications, 2025). The mapping is our analysis, and each row rests on a capability the sources document.

OWASP LLM risks mapped to Orca AI-SPM, with the capabilities each mapping rests on
RiskHow it appliesBased on
LLM01 Prompt Injection The page says runtime monitoring flags prompt injection patterns. Gives runtime visibility into LLM and MCP activity through the Orca Sensor and flags prompt injection patterns
LLM02 Sensitive Information Disclosure Shows which sensitive datasets AI systems can access and helps lock down that exposure. Shows which sensitive datasets AI systems can access by combining data security posture management with AI discovery
LLM03 Supply Chain An AI bill of materials records the AI components in the environment. Discovers AI models, datasets, training pipelines and inference endpoints and produces an AI bill of materials

Not mapped in our analysis: LLM06, LLM08. These are risks we expect tools in this category to cover; the sources we checked do not document a matching capability.

Alternatives and related tools

More in AI security posture management & discovery, ranked within the category by Coverage Score.

Snyk Evo AI-SPM

Snyk

Commercial
  • SaaS
  • CLI

Maps AI models, agents, datasets and MCP servers across code and apps, scores model risk and enforces policy.

Best for: Teams that already use Snyk and want an inventory of AI models, agents and MCP servers tied to policy in the same platform

Coverage Score 64 out of 100
  • LLM03 Supply Chain
  • LLM01 Prompt Injection
  • LLM02 Sensitive Information Disclosure
  • LLM06 Excessive Agency
  • +1 more

Reviewed

Microsoft Defender for Cloud AI security posture management

Microsoft

Commercial
  • Cloud-native

Finds AI workloads across Azure, AWS and Google Cloud and flags risks with recommendations and attack paths.

Best for: Teams already using Defender for Cloud that want AI workloads in Azure, AWS and Google Cloud added to their posture view

Coverage Score 55 out of 100
  • LLM02 Sensitive Information Disclosure
  • LLM03 Supply Chain

Reviewed

Wiz AI Security Posture Management (AI-SPM)

Google (Wiz)

Commercial
  • SaaS
  • Cloud-native

Finds AI services across cloud accounts without agents and maps misconfigurations and attack paths.

Best for: Cloud security teams that want agentless discovery of AI services and their risks inside a cloud security platform

Coverage Score 54 out of 100
  • LLM01 Prompt Injection
  • LLM02 Sensitive Information Disclosure
  • LLM03 Supply Chain
  • LLM06 Excessive Agency

Reviewed

Orca AI-SPM FAQ

Does Orca AI-SPM need agents?

The page says discovery works with no agents and no configuration. Runtime monitoring of LLM and MCP activity uses the separate Orca Sensor.

Which clouds does Orca AI-SPM cover?

The page names AWS, Azure and GCP for discovery of AI models, datasets, training pipelines and inference endpoints.

Is Orca AI-SPM open source?

No. It is part of a commercial platform sold through demo requests, and we found no public source repository for it.

Does Orca AI-SPM find sensitive data?

Yes, as a secondary capability. The page says Orca connects data security posture management (DSPM) with AI asset discovery to show which sensitive datasets AI systems can access. That is posture detection, so we list Orca AI-SPM under discovery and posture, not under the data protection layer, which covers tools that redact, tokenize or block data.

Key facts you can cite

We have no commercial relationship with Orca Security.

Sources & last reviewed

Last reviewed . We compile from the vendors' own public pages and repositories and we do not run the products. Source links open in a new tab. Found a mistake? Report a correction.