# Matos AI SPM alternatives and competitors (2026)

The closest Matos AI SPM alternatives are [Opsin](https://cybersectools.com/tools/opsin), [Aurva AI Security Posture Management (AI-SPM)](https://cybersectools.com/tools/aurva-ai-security-posture-management-ai-spm) and [Sysdig AI Workload Security](https://cybersectools.com/tools/sysdig-ai-workload-security). Picking a Matos AI SPM alternative comes down to fit: AI SPM coverage, your environment, your integrations and your budget. So each option below shows what it covers, how it deploys, its pricing model and the company behind it.

Closest 48 alternatives shown. Closest matches: Opsin, Aurva AI Security Posture Management (AI-SPM), Sysdig AI Workload Security.

## The product

[Matos AI SPM](https://cybersectools.com/tools/matos-ai-spm) by CloudMatos

AI Security Posture Management solution for AI models, data, and services

Category: [AI Security](https://cybersectools.com/categories/ai-security) · Pricing model: Commercial

Need the answer fast? [Best AI SPM Solutions for Business](https://cybersectools.com/shortlists/best-ai-spm-solutions) picks Palo Alto Networks Prisma AIRS, Zscaler AI-SPM, Cyera Agent Guardian and 4 more.

## Matos AI SPM alternatives and competitors

Matos AI SPM is a commercial [AI SPM](https://cybersectools.com/categories/ai-spm) solution made by CloudMatos. The closest matches by shared tags and NIST CSF 2.0 coverage are [Opsin](https://cybersectools.com/tools/opsin), [Aurva AI Security Posture Management (AI-SPM)](https://cybersectools.com/tools/aurva-ai-security-posture-management-ai-spm), [Sysdig AI Workload Security](https://cybersectools.com/tools/sysdig-ai-workload-security), [Zscaler AI-SPM](https://cybersectools.com/tools/zscaler-ai-spm), and [Zenity AI Security Posture Management](https://cybersectools.com/tools/ai-security-posture-management). All 48 alternatives on this page are ranked the same way.

## The closest Matos AI SPM alternatives

These 8 solutions overlap most with Matos AI SPM. Each one says what the product does and, when the overlap is big enough, which capabilities it shares.

### 1. [Opsin](https://cybersectools.com/tools/opsin)

AI security platform to discover, govern & monitor AI data exposure risks.

[AI SPM](https://cybersectools.com/categories/ai-spm) · Commercial

Key features: 6 listed. See them on the [Opsin page](https://cybersectools.com/tools/opsin#features).

[Opsin alternatives](https://cybersectools.com/alternatives/opsin) · [Matos AI SPM vs Opsin](https://cybersectools.com/compare/matos-ai-spm-vs-opsin)

### 2. [Aurva AI Security Posture Management (AI-SPM)](https://cybersectools.com/tools/aurva-ai-security-posture-management-ai-spm)

AI Security Posture Management platform for AI/ML infrastructure security

[AI SPM](https://cybersectools.com/categories/ai-spm) · Commercial

Key features: 8 listed. See them on the [Aurva AI Security Posture Management (AI-SPM) page](https://cybersectools.com/tools/aurva-ai-security-posture-management-ai-spm#features).

[Aurva AI Security Posture Management (AI-SPM) alternatives](https://cybersectools.com/alternatives/aurva-ai-security-posture-management-ai-spm) · [Matos AI SPM vs Aurva AI Security Posture Management (AI-SPM)](https://cybersectools.com/compare/aurva-ai-security-posture-management-ai-spm-vs-matos-ai-spm)

### 3. [Sysdig AI Workload Security](https://cybersectools.com/tools/sysdig-ai-workload-security)

Security platform for AI/GenAI workloads with runtime visibility & threat detection

[AI SPM](https://cybersectools.com/categories/ai-spm) · Commercial

Key features: 8 listed. See them on the [Sysdig AI Workload Security page](https://cybersectools.com/tools/sysdig-ai-workload-security#features).

[Sysdig AI Workload Security alternatives](https://cybersectools.com/alternatives/sysdig-ai-workload-security) · [Matos AI SPM vs Sysdig AI Workload Security](https://cybersectools.com/compare/matos-ai-spm-vs-sysdig-ai-workload-security)

### 4. [Zscaler AI-SPM](https://cybersectools.com/tools/zscaler-ai-spm)

AI security posture mgmt for securing AI models, data, and LLMs in cloud envs

[AI SPM](https://cybersectools.com/categories/ai-spm) · Commercial

Key features: 10 listed. See them on the [Zscaler AI-SPM page](https://cybersectools.com/tools/zscaler-ai-spm#features).

[Zscaler AI-SPM alternatives](https://cybersectools.com/alternatives/zscaler-ai-spm) · [Matos AI SPM vs Zscaler AI-SPM](https://cybersectools.com/compare/matos-ai-spm-vs-zscaler-ai-spm)

### 5. [Zenity AI Security Posture Management](https://cybersectools.com/tools/ai-security-posture-management)

AI Security Posture Management platform for discovering and securing AI agents

[AI SPM](https://cybersectools.com/categories/ai-spm) · Commercial

Key features: 10 listed. See them on the [Zenity AI Security Posture Management page](https://cybersectools.com/tools/ai-security-posture-management#features).

[Zenity AI Security Posture Management alternatives](https://cybersectools.com/alternatives/ai-security-posture-management) · [Matos AI SPM vs Zenity AI Security Posture Management](https://cybersectools.com/compare/ai-security-posture-management-vs-matos-ai-spm)

### 6. [Tumeryk AI Trust Infrastructure](https://cybersectools.com/tools/tumeryk-ai-trust-infrastructure)

AI trust infrastructure platform for securing GenAI apps & workforce usage

[AI SPM](https://cybersectools.com/categories/ai-spm) · Commercial

Key features: 10 listed. See them on the [Tumeryk AI Trust Infrastructure page](https://cybersectools.com/tools/tumeryk-ai-trust-infrastructure#features).

[Tumeryk AI Trust Infrastructure alternatives](https://cybersectools.com/alternatives/tumeryk-ai-trust-infrastructure) · [Matos AI SPM vs Tumeryk AI Trust Infrastructure](https://cybersectools.com/compare/matos-ai-spm-vs-tumeryk-ai-trust-infrastructure)

### 7. [Zscaler SPLX](https://cybersectools.com/tools/zscaler-splx)

End-to-end platform for securing AI systems across their entire lifecycle

[AI SPM](https://cybersectools.com/categories/ai-spm) · Commercial

Key features: 10 listed. See them on the [Zscaler SPLX page](https://cybersectools.com/tools/zscaler-splx#features).

[Zscaler SPLX alternatives](https://cybersectools.com/alternatives/zscaler-splx) · [Matos AI SPM vs Zscaler SPLX](https://cybersectools.com/compare/matos-ai-spm-vs-zscaler-splx)

### 8. [Palo Alto Networks Prisma AIRS](https://cybersectools.com/tools/palo-alto-networks-prisma-airs)

Platform securing AI apps, agents, models & data across development lifecycle

[AI SPM](https://cybersectools.com/categories/ai-spm) · Commercial

Key features: 10 listed. See them on the [Palo Alto Networks Prisma AIRS page](https://cybersectools.com/tools/palo-alto-networks-prisma-airs#features).

[Palo Alto Networks Prisma AIRS alternatives](https://cybersectools.com/alternatives/palo-alto-networks-prisma-airs) · [Matos AI SPM vs Palo Alto Networks Prisma AIRS](https://cybersectools.com/compare/matos-ai-spm-vs-palo-alto-networks-prisma-airs)

## The closest 48 products like Matos AI SPM

The 8 above, plus:

- [Zscaler SPLX Platform](https://cybersectools.com/tools/zscaler-splx-platform): End-to-end platform for securing AI systems from build to runtime (Commercial)
- [Noma Security Platform](https://cybersectools.com/tools/noma-security-comprehensive-ai-security): Comprehensive AI security platform protecting AI systems and applications (Commercial)
- [WitnessAI Platform](https://cybersectools.com/tools/witness-ai-product): Enterprise AI security platform for visibility, governance, and protection (Commercial)
- [Aurva AI Observability](https://cybersectools.com/tools/aurva-ai-observability): AI observability platform for shadow AI discovery and inventory management (Commercial)
- [Pillar Security Platform](https://cybersectools.com/tools/pillar-security-platform): AI security platform for lifecycle protection, governance, and runtime defense (Commercial)
- [raxIT AI Security Assessment](https://cybersectools.com/tools/raxit-ai-security-assessment): Automated AI agent threat modeling tool with EU AI Act & NIST mapping. (Commercial)
- [Airia AI Discovery](https://cybersectools.com/tools/airia-ai-discovery): Discovers and inventories shadow AI usage across enterprise apps, APIs, and code. (Commercial)
- [Origin Endpoint AI Observability](https://cybersectools.com/tools/origin-endpoint-ai-observability): Endpoint sensor that inventories AI agents and traces their prompts, tools and files. (Commercial)
- [Palo Alto Networks AI Access Security](https://cybersectools.com/tools/palo-alto-networks-ai-access-security): Secures GenAI app usage with visibility, data protection, and threat defense (Commercial)
- [Sweet AI Security Platform (AISP)](https://cybersectools.com/tools/sweet-ai-security-platform-aisp): End-to-end AI security platform for models, agents, and runtime protection (Commercial)
- [Reco AI Governance and Security](https://cybersectools.com/tools/reco-ai-governance-and-security): AI governance and security platform for SaaS environments (Commercial)
- [Reco Generative AI Discovery](https://cybersectools.com/tools/reco-generative-ai-discovery): Discovers and tracks shadow AI tools, AI agents, and GenAI usage across SaaS. (Commercial)
- [Zscaler Security for AI](https://cybersectools.com/tools/zscaler-ai): AI security platform protecting against data loss, attacks, and AI threats (Commercial)
- [Witness Observe](https://cybersectools.com/tools/witness-observe): Enterprise AI security platform for visibility and control of AI usage (Commercial)
- [Tetrate Agent Router Enterprise](https://cybersectools.com/tools/tetrate-agent-router-enterprise): GenAI runtime visibility and governance platform for LLM traffic management (Commercial)
- [NROC Security](https://cybersectools.com/tools/nroc-security): GenAI data protection platform preventing leaks and governing shadow AI (Commercial)
- [Cranium Exposure Management](https://cybersectools.com/tools/cranium-exposure-management): AI-focused exposure management for identifying & mitigating AI system vulns. (Commercial)
- [FireTail AI Security Platform](https://cybersectools.com/tools/firetail-ai-security-platform): AI security platform for discovering, monitoring, and protecting AI integrations. (Commercial)
- [FireTail AI Security - Eliminate Shadow AI](https://cybersectools.com/tools/firetail-ai-security-eliminate-shadow-ai): Detects and inventories unauthorized AI tool usage across browser, code, and cloud. (Commercial)
- [FireTail AI Inventory](https://cybersectools.com/tools/firetail-ai-inventory): Real-time inventory tool for discovering and monitoring all AI usage across an org. (Commercial)
- [Portal26](https://cybersectools.com/tools/portal26): Enterprise platform for GenAI governance, security, risk mgmt & compliance. (Commercial)
- [Repello AI Asset Inventory](https://cybersectools.com/tools/repello-ai-asset-inventory): Discovers and inventories AI assets across enterprise codebases, clouds, and apps. (Commercial)
- [Wing Security](https://cybersectools.com/tools/wing-security): AI & SaaS security platform for discovery, risk mgmt, and governance. (Commercial)
- [Pluto](https://cybersectools.com/tools/pluto): AI workspace security platform for governing employee use of AI builder tools. (Commercial)
- [Aurascape](https://cybersectools.com/tools/aurascape): AI security platform for visibility & control over enterprise AI app usage. (Commercial)
- [Akto Secure AI Usage](https://cybersectools.com/tools/akto-secure-ai-usage): Monitors and secures employee AI tool usage across devices and endpoints (Commercial)
- [CultureAI AI Usage Control](https://cybersectools.com/tools/cultureai-ai-usage-control): AI usage control platform for detecting & preventing unsafe GenAI tool usage (Commercial)
- [Cyera Agent Guardian](https://cybersectools.com/tools/cyera-ai-guardian): Secures enterprise AI adoption by monitoring data exposure across AI systems (Commercial)
- [Tumeryk Secure Workforce Chatbot](https://cybersectools.com/tools/tumeryk-secure-workforce-chatbot): DLP solution preventing enterprise data loss through workforce AI tool usage (Commercial)
- [Zscaler SPLX AI Asset Management](https://cybersectools.com/tools/zscaler-splx-ai-asset-management): AI asset discovery & security posture mgmt platform for LLMs, agents & workflows (Commercial)
- [CultureAI](https://cybersectools.com/tools/cultureai): AI usage visibility and control platform for security and compliance teams (Commercial)
- [Harmonic Secure AI](https://cybersectools.com/tools/harmonic-secure-ai): Security platform for GenAI adoption with data protection and Shadow AI detection (Commercial)
- [Manifest AI Bill of Materials (AIBOM)](https://cybersectools.com/tools/manifest-ai-bill-of-materials-aibom): Creates structured inventories of AI system components for transparency & risk mgmt (Commercial)
- [Secure Code Warrior Trust Agent: AI](https://cybersectools.com/tools/secure-code-warrior-trust-agent-ai): Provides visibility and governance over AI-generated code in development. (Commercial)
- [DTEX AI Security](https://cybersectools.com/tools/dtex-ai-security): AI security platform for monitoring GenAI usage and preventing data leaks (Commercial)
- [Prompt Security AI Risk Score Assessment Tool](https://cybersectools.com/tools/prompt-security-ai-risk-score-assessment-tool): AI risk assessment tool that scores AI apps and MCP servers for security (Commercial)
- [Nudge Security AI Governance Solution](https://cybersectools.com/tools/nudge-security-ai-governance-solution): AI governance tool that discovers shadow AI, assesses AI vendors, and detects risky AI use (Commercial)
- [Shadow AI Discovery and Governance](https://cybersectools.com/tools/shadow-ai-discovery-and-governance): Discovers and governs unsanctioned AI tool usage across enterprise environments (Commercial)
- [Crash Override](https://cybersectools.com/tools/crash-override): AI tool discovery, adoption tracking, and security visibility platform (Commercial)
- [Cranium AI Card](https://cybersectools.com/tools/cranium-ai-card): Generates portable AI system compliance & security records w/ BOM & scoring. (Commercial)

## Alternatives to each of these

[Opsin alternatives](https://cybersectools.com/alternatives/opsin) · [Aurva AI Security Posture Management (AI-SPM) alternatives](https://cybersectools.com/alternatives/aurva-ai-security-posture-management-ai-spm) · [Sysdig AI Workload Security alternatives](https://cybersectools.com/alternatives/sysdig-ai-workload-security) · [Zscaler AI-SPM alternatives](https://cybersectools.com/alternatives/zscaler-ai-spm) · [Zenity AI Security Posture Management alternatives](https://cybersectools.com/alternatives/ai-security-posture-management) · [Tumeryk AI Trust Infrastructure alternatives](https://cybersectools.com/alternatives/tumeryk-ai-trust-infrastructure) · [Zscaler SPLX alternatives](https://cybersectools.com/alternatives/zscaler-splx) · [Palo Alto Networks Prisma AIRS alternatives](https://cybersectools.com/alternatives/palo-alto-networks-prisma-airs) · [Zscaler SPLX Platform alternatives](https://cybersectools.com/alternatives/zscaler-splx-platform) · [Noma Security Platform alternatives](https://cybersectools.com/alternatives/noma-security-comprehensive-ai-security) · [WitnessAI Platform alternatives](https://cybersectools.com/alternatives/witness-ai-product) · [Aurva AI Observability alternatives](https://cybersectools.com/alternatives/aurva-ai-observability)

## Other CloudMatos products

[CloudMatos Aegis Gateway alternatives](https://cybersectools.com/alternatives/cloudmatos-aegis-gateway) · [CloudMatos Application Security Posture Management alternatives](https://cybersectools.com/alternatives/cloudmatos-application-security-posture-management) · [CloudMatos Kubernetes Security Posture Management (KSPM) Solution alternatives](https://cybersectools.com/alternatives/cloudmatos-kubernetes-security-posture-management-kspm-solution) · [CloudMatos MatosSphere alternatives](https://cybersectools.com/alternatives/cloudmatos-matossphere) · [CloudMatos MatosSphere API Security alternatives](https://cybersectools.com/alternatives/cloudmatos-matossphere-api-security) · [CloudMatos Prompt Firewall alternatives](https://cybersectools.com/alternatives/cloudmatos-prompt-firewall) · [Matos Automated Attack Surface Management alternatives](https://cybersectools.com/alternatives/cloudmatos-automated-attack-surface-management) · [Matos CNAPP alternatives](https://cybersectools.com/alternatives/matos-cnapp)

## Compare Matos AI SPM with

- [Matos AI SPM vs Opsin](https://cybersectools.com/compare/matos-ai-spm-vs-opsin)
- [Matos AI SPM vs Aurva AI Security Posture Management (AI-SPM)](https://cybersectools.com/compare/aurva-ai-security-posture-management-ai-spm-vs-matos-ai-spm)
- [Matos AI SPM vs Sysdig AI Workload Security](https://cybersectools.com/compare/matos-ai-spm-vs-sysdig-ai-workload-security)
- [Matos AI SPM vs Zscaler AI-SPM](https://cybersectools.com/compare/matos-ai-spm-vs-zscaler-ai-spm)
- [Matos AI SPM vs Zenity AI Security Posture Management](https://cybersectools.com/compare/ai-security-posture-management-vs-matos-ai-spm)
- [Matos AI SPM vs Tumeryk AI Trust Infrastructure](https://cybersectools.com/compare/matos-ai-spm-vs-tumeryk-ai-trust-infrastructure)
- [Matos AI SPM vs Zscaler SPLX](https://cybersectools.com/compare/matos-ai-spm-vs-zscaler-splx)
- [Matos AI SPM vs Palo Alto Networks Prisma AIRS](https://cybersectools.com/compare/matos-ai-spm-vs-palo-alto-networks-prisma-airs)

## Matos AI SPM Alternatives FAQ

### What are the closest alternatives to Matos AI SPM?

The closest matches to Matos AI SPM by shared tags and NIST CSF 2.0 coverage are Opsin, Aurva AI Security Posture Management (AI-SPM), Sysdig AI Workload Security, Zscaler AI-SPM, and Zenity AI Security Posture Management. All of them are AI SPM products.

### How many alternatives to Matos AI SPM are available?

This page shows 48 alternatives to Matos AI SPM, all in the AI SPM category. Each one is matched on shared tags and NIST CSF 2.0 areas, and the closest matches rank first.

### Is Matos AI SPM free or commercial?

Matos AI SPM is a commercial AI SPM product. It needs a paid license or subscription. Only commercial alternatives are listed here. Free and open source products are under /free.

### What type of solution is Matos AI SPM?

Matos AI SPM is a AI SPM product in the AI Security category. You can compare it with the 48 other AI SPM products on this page.

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Source: https://cybersectools.com/alternatives/matos-ai-spm

For AI agents: every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md, and any product or compare page has a Markdown copy too (add .md to its URL).

More on Matos AI SPM and its alternatives: funding, momentum, hiring and news, plus the full product and company record, are available through the Mandos MCP Server (paid plans), which connects to AI assistants: https://mandos.io/mcp?utm_source=cybersectools.com&utm_medium=alternatives-md