AI Tools·Standings
AI Security Posture Management (AI-SPM) Tools
AI-SPM tools help organizations find and manage AI assets; compare their discovery, monitoring, and policy features, along with deployment options.
Read the board’s signal score out of 10 alongside its marks for a public API, open-source code, and a free tier. Compare the listed capabilities and platform support against your needs.
- 17 platforms
- 2 with a free tier
- Checked 28 Sept 2026
- 1 FAFireTail AI Security and Governance Platformfiretail.ai
A platform for discovering and protecting employee AI tools and AI built into applications and agents.
- 2 MDMicrosoft Defender for Businessmicrosoft.com
A paid security service for business devices, with plans from $3 per user monthly and a 30-day trial.
- 3 RA
Relyance AIrelyance.aiA platform that tracks data across code, cloud, and AI, inventories AI assets, and manages privacy tasks.
- 4 LA
Lasso AI Security Platformlasso.securityA platform that maps AI applications and connections, checks risks, and inspects traffic at runtime.
- 5 PSPrompt Security AI Red Teamingprompt.security
A platform that tests AI apps for security risks and can turn findings into production protections.
- 6 NONetskope One AI Command Centernetskope.com
A web dashboard that discovers AI apps and MCP servers and highlights usage, threats, and policy risks.
- 7 SASAFE AI-SPMsafe.security
A platform that tracks AI cyber risk across live activity, settings, external exposure, compliance, and contracts.
- 8 NANeuroSec.ai Platformneurosec.ai
A platform that discovers AI assets and monitors prompts and outputs for threats, with risk scores and reports.
- 9 TATraceCtrl AI-SPMtracectrl.ai
A web tool with a free plan for AI asset and model inventories, shadow AI detection, and remediation.
- 10 CAC1 AI Security Platformc1.ai
An identity platform that governs people and AI agents, controls agent access, and finds unsanctioned AI tools.
- 11 IDIntercept Discoveryintercept.com.sa
A web tool that inventories AI models and endpoints from network traffic and alerts on shadow AI.
- 12 NANoma AI-SPMnoma.security
A web tool that finds AI agents, models, and components, assesses risk, and tracks approved components.
- 13 OAOrca AI Security Posture Managementorca.security
A web tool for AI asset and model inventories, shadow AI detection, and remediation workflows.
- 14 PAPenaxtra AI-SPMpenaxtra.com
A web and Linux tool for AI asset and model inventories, shadow AI detection, and remediation; from €290 monthly.
- 15 PSPillar Security Platformpillar.security
A hybrid platform for AI asset and model inventories, shadow AI detection, and remediation workflows.
- 16 SASecrails AI Security Posture Managementsecrails.com
A SaaS tool for AI asset and model inventories, shadow AI detection, and remediation workflows.
- 17 TATumeryk AI Posture Intelligencetumeryk.com
A hybrid tool for discovering AI assets and models and detecting shadow AI; includes a 14-day trial.
Places #1, #2, #3, #4, #5 on this board are open to sponsors. Take #1 · Other ways to advertise
How to choose
How can I find AI assets in use?
Compare AI asset discovery, model inventory, and shadow AI detection. These features help identify AI tools and models in an organization, including use that may not be centrally managed.
What AI assets can it monitor?
Check the monitored AI assets field and compare it with the systems you need to oversee. The board also lists policy frameworks and remediation workflows, which can help you assess how a tool handles policies and issues it identifies.
Which deployment model should I choose?
Compare the deployment model with your organization's requirements, and check the listed platforms for web, API, desktop, or extension support. Platform availability varies by tool.
How can I compare plans and pricing?
Check whether a free plan or trial is listed and review the paid-from price when one is provided.
Questions
What does AI-SPM software do?
AI security posture management tools help organizations discover and manage AI assets, models, and related security policies.
What should I compare in AI-SPM tools?
Compare AI asset discovery, model inventory, shadow AI detection, monitored assets, policy frameworks, remediation workflows, and deployment model.
Do AI-SPM tools offer a free plan?
A free-plan mark indicates a listed free option. Check the individual tool's plan details; a free trial is a separate offer.
How do I know what an AI-SPM tool costs?
Review its paid-from price when listed. If pricing is on request, contact the maker for pricing details.
What does the AI-SPM signal score mean?
It is a score out of 10 based on published information about usage, public API availability, documentation depth, open-source code, and a free tier.
Some top positions on this board can be paid placements, standing where they were sold. The facts on each platform are not for sale. How we rank · Disclosure