AI security posture management companies, products & suppliers

Posture management that inventories AI assets and control gaps continuously. Jobs: asset discovery of ai; misconfig of ai services; control gap dashboards.

What is AI security posture management?

Posture management that inventories AI assets and control gaps continuously. Jobs: asset discovery of ai; misconfig of ai services; control gap dashboards.

What problems does it solve?

Nobody can see which models, agents and datasets are exposed right now.

Typical business use cases

  • Asset discovery of AI
  • Misconfig of AI services
  • Control gap dashboards

Important capabilities

  • Discovery
  • Posture rules
  • Ticketing

What buyers should evaluate

  • Discovery method
  • Cloud coverage
  • Noise

Risks and governance considerations

A posture graph that is incomplete but used as the estate.

Procurement checklist

  • Coverage statement
  • Ticketing
  • False positives

Relevant AI Trustmark assurance

AI Trustmark independent findings appear only when an assessment or certificate exists. Category membership does not imply verification.

Methodology · How verification works

Companies and providers

Claimed suppliers appear first so buyers can start with listings the company has taken ownership of. Payment does not buy this order.

  • Coralogix

    Ingest all your data, store it indefinitely on your cloud, and query with a unified syntax. Coralogix publishes Coralogix AI Center as named AI products. Coralogix is used for AI s

  • CrowdStrike

    CrowdStrike is a global cybersecurity leader with an advanced cloud-native platform for protecting endpoints, cloud workloads, identities and data. CrowdStrike publishes Falcon Clo

  • Cyscale

    Cyscale helps security teams save time by turning cloud, code, identity, data, and AI signals into clear facts, priorities, owners, and remediation work. Cyscale publishes Cyscale

  • Microsoft

    Microsoft Corporation sells Windows, Azure, Microsoft 365 and Copilot AI products. Public pages cover cloud, productivity and developer APIs used by enterprises and consumers. Micr

  • Obsidian Security

    Obsidian Security delivers complete SaaS security—gain control, stop threats, and ensure compliance across all your business apps. Obsidian Security publishes Obsidian AI Security

  • Orca Security

    Orca Security provides agentless, workload-deep, context-aware cloud infrastructure security and compliance through our comprehensive cloud security solution all in a single platfo

  • Palo Alto Networks

    Implement Zero Trust, Secure your Network, Cloud workloads, Hybrid Workforce, Leverage Threat Intelligence & Security Consulting. Cybersecurity Services & Education for CISO’

  • Protect AI

    Deploy Bravely with the world’s most comprehensive AI security platform securing your AI agents, apps, models and data at every step. Protect AI publishes ModelScan, LLM Guar

  • SentinelOne

    SentinelOne unifies AI-powered endpoint, cloud, identity, and data protection — enhanced by our Security Data Lake for seamless and efficient cybersecurity. SentinelOne publishes S

  • Tenable

    The leader in exposure management and AI security, Tenable cybersecurity solutions reduce cyber risk across IT, OT, cloud, identity & hybrid attack surfaces. Tenable publishes Tena

  • Wiz

    Wiz connects code, cloud, and runtime into one agentic cybersecurity platform. Prevent risk, detect threats, and start secure – across every cloud and AI layer. Wiz, Inc. trades as

Products

Claimed products appear first. Ranking packs and payment do not change this list.

Also used in this category

These products have a different primary category so they do not compete for the same ranking queries. They are listed here because buyers still encounter them in this job.

Related categories

Relevant procurement and assurance guides

Frequently asked questions

What is AI security posture management?

Posture management that inventories AI assets and control gaps continuously. Jobs: asset discovery of ai; misconfig of ai services; control gap dashboards.

What should not be listed as AI security posture management?

Products whose buyer job is point LLM scanners, GRC inventories, or general CSPM. Those belong on their own category page so search queries are not split.

Has AI Trustmark independently assessed every AI security posture management supplier?

No. A category listing is descriptive. Independent assessment is shown only on company or product pages that carry Trustmark evidence.

What security testing evidence should buyers request for an AI product?

Ask what was tested, against which version, whether prompt-injection, data-exfiltration and tenant isolation were in scope, and where failed prompts were stored. A generic ISO certificate or a vendor scanner screenshot is not by itself an AI TrustMark assessment.

How should prompt injection and tool-output attacks be controlled?

Agents that read untrusted content or tool output can be instructed to exfiltrate data or take writes. Buyers should ask what is treated as untrusted, whether tool output can change the plan, and what tests were run. Scanner marketing is not the same as independent testing.

What model or provider changes should a buyer insist on being told about?

Material change usually includes a new model family, new region, new subprocessor, new write-capable tool, or a change that affects logging, privacy or human oversight. Those changes should trigger evidence refresh rather than a silent release.

How should buyers verify where AI customer data is processed?

Ask for the named processing locations, cloud regions and any subprocessors that see prompts, files or outputs. A directory listing is not evidence of residency. Independent assessment records the locations that were in scope on the assessment date.

Does a TrustMark on one product cover the rest of the company?

No. Independent assessment is scoped to the named organisation and, where relevant, the named product. Category pages list suppliers as a topic label. They do not imply that every listed company has been assessed.