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Matos AI SPM

Best Matos AI SPM Alternatives & Competitors in 2026

Top picks: Sysdig AI Workload Security, Zscaler AI-SPM, Aurva AI Security Posture Management (AI-SPM) — plus 45 more compared.

Evaluating Matos AI SPM alternatives comes down to matching AI Security capabilities to your environment, integrations, and budget rather than chasing feature parity. The options below are compared on what actually drives a switch: coverage, deployment fit, pricing, and real reviews from security teams. Independent and vendor-neutral: we never sell rankings.

48 Best Matos AI SPM Alternatives & Competitors (2026) | CybersecTools

Matos AI SPM Alternatives and Competitors

Matos AI SPM is a commercial AI SPM tool developed by CloudMatos. Security professionals most commonly compare it with Sysdig AI Workload Security, Zscaler AI-SPM, Aurva AI Security Posture Management (AI-SPM), Aurva AI Observability, and Pillar Security Platform. All 48 alternatives are matched by shared capabilities, tags, and NIST CSF 2.0 coverage.

Data verified Jul 2026

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Top Matos AI SPM Alternatives and Competitors at a Glance

A closer look at the 8 most relevant alternatives and competitors to Matos AI SPM, including their key features and shared capabilities.

Sysdig AI Workload Security

Commercial

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

Key features: Automatic detection of suspicious activities in AI workloads, Real-time threat detection for unauthorized access and model manipulation, AI package and engine inventory across cloud environments, Risk prioritization combining static and runtime threat data, Attack path analysis for AI assets

View Sysdig AI Workload Security|Sysdig AI Workload Security alternatives|Compare Sysdig AI Workload Security

Commercial

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

Key features: AI model, agent, and service discovery and inventory, Shadow AI detection for unsanctioned deployments, LLM-powered data classification and risk assessment, Misconfiguration and vulnerability detection for AI deployments, Data poisoning and exposure risk identification

View Zscaler AI-SPM|Zscaler AI-SPM alternatives|Compare Zscaler AI-SPM

Aurva AI Security Posture Management (AI-SPM)

Commercial

AI Security Posture Management platform for AI/ML infrastructure security

Key features: Shadow AI discovery and inventory, Agentless deployment architecture, Zero payload monitoring, AI observability, Agentic access monitoring

View Aurva AI Security Posture Management (AI-SPM)|Aurva AI Security Posture Management (AI-SPM) alternatives|Compare Aurva AI Security Posture Management (AI-SPM)

Aurva AI Observability

Commercial

AI observability platform for shadow AI discovery and inventory management

Key features: Shadow AI discovery, AI asset inventory export, Agentless deployment, Zero payload monitoring, Database activity monitoring

View Aurva AI Observability|Aurva AI Observability alternatives|Compare Aurva AI Observability

Pillar Security Platform

Commercial

AI security platform for lifecycle protection, governance, and runtime defense

Key features: AI/ML asset discovery and classification, Static security posture analysis for AI systems, Dynamic threat modeling and red teaming, Runtime protection with adaptive guardrails, Data poisoning detection

View Pillar Security Platform|Pillar Security Platform alternatives|Compare Pillar Security Platform

AI Security Posture Management

Commercial

AI Security Posture Management platform for discovering and securing AI agents

Key features: AI agent discovery across enterprise environments, AI observability and monitoring, AI Security Posture Management (AI-SPM), AI Detection and Response (AIDR), Shadow AI detection

View AI Security Posture Management|AI Security Posture Management alternatives|Compare AI Security Posture Management

Commercial

AI workspace security platform for governing employee use of AI builder tools.

Key features: Visibility into AI builder tool usage across the organization, Oversight and governance of AI workspace activity, Detection of shadow AI tool usage by employees, Security controls for AI-generated applications and workflows, Coverage of vibe coding, automation, and AI coding assistant platforms

View Pluto|Pluto alternatives|Compare Pluto

raxIT AI Security Assessment

Commercial

Automated AI agent threat modeling tool with EU AI Act & NIST mapping.

Key features: Repository scanning and AI system discovery, AI likelihood scoring per repository, AI system type classification (AI Agent, LLM App, ML Pipeline, Non-AI), Automated threat model generation for AI agents, Security control mapping to EU AI Act

View raxIT AI Security Assessment|raxIT AI Security Assessment alternatives|Compare raxIT AI Security Assessment

All 48 Alternatives & Competitors to Matos AI SPM

Compare

Sysdig AI Workload Security

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

Compare

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

Compare

Aurva AI Security Posture Management (AI-SPM)

AI Security Posture Management platform for AI/ML infrastructure security

Compare

Aurva AI Observability

AI observability platform for shadow AI discovery and inventory management

Compare

Pillar Security Platform

AI security platform for lifecycle protection, governance, and runtime defense

Compare

AI Security Posture Management

AI Security Posture Management platform for discovering and securing AI agents

Compare

AI workspace security platform for governing employee use of AI builder tools.

Compare

raxIT AI Security Assessment

Automated AI agent threat modeling tool with EU AI Act & NIST mapping.

Compare

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

Compare

Palo Alto Networks AI Access Security

Secures GenAI app usage with visibility, data protection, and threat defense

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Sweet AI Security Platform (AISP)

End-to-end AI security platform for models, agents, and runtime protection

Compare

Zscaler SPLX Platform

End-to-end platform for securing AI systems from build to runtime

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Noma Security Comprehensive AI Security

Comprehensive AI security platform protecting AI systems and applications

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DTEX AI Security

AI security platform for monitoring GenAI usage and preventing data leaks

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Witness AI Product

Enterprise AI security platform for visibility, governance, and protection

Compare

Witness Observe

Enterprise AI security platform for visibility and control of AI usage

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Gen AI security platform for visibility, governance, and runtime protection

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Cranium Exposure Management

AI-focused exposure management for identifying & mitigating AI system vulns.

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FireTail AI Security Platform

AI security platform for discovering, monitoring, and protecting AI integrations.

Compare

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

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Palo Alto Networks Prisma AIRS

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

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Cyera AI Guardian

Secures enterprise AI adoption by monitoring data exposure across AI systems

Compare

Zscaler SPLX AI Asset Management

AI asset discovery & security posture mgmt platform for LLMs, agents & workflows

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Reco AI Governance and Security

AI governance and security platform for SaaS environments

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Reco Generative AI Discovery

Discovers and tracks shadow AI tools, AI agents, and GenAI usage across SaaS.

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Secure Code Warrior Trust Agent: AI

Provides visibility and governance over AI-generated code in development.

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Tetrate Agent Router Enterprise

GenAI runtime visibility and governance platform for LLM traffic management

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Nudge Security AI Governance Solution

SaaS security platform for discovering & governing AI apps & SaaS accounts

Compare

Teleskope AI Security & Governance

AI security platform for data protection across AI/ML development lifecycle

Compare

GenAI data protection platform preventing leaks and governing shadow AI

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Shadow AI Discovery and Governance

Discovers and governs unsanctioned AI tool usage across enterprise environments

Compare

FireTail AI Security - Eliminate Shadow AI

Detects and inventories unauthorized AI tool usage across browser, code, and cloud.

Compare

FireTail AI Inventory

Real-time inventory tool for discovering and monitoring all AI usage across an org.

Compare

Enterprise platform for GenAI governance, security, risk mgmt & compliance.

Compare

Repello AI Asset Inventory

Discovers and inventories AI assets across enterprise codebases, clouds, and apps.

Compare

AI & SaaS security platform for discovery, risk mgmt, and governance.

Compare

AI security platform for visibility & control over enterprise AI app usage.

Compare

Tumeryk AI Trust Infrastructure

AI trust infrastructure platform for securing GenAI apps & workforce usage

Compare

Akto Secure AI Usage

Monitors and secures employee AI tool usage across devices and endpoints

Compare

CultureAI AI Usage Control

AI usage control platform for detecting & preventing unsafe GenAI tool usage

Compare

AI usage visibility and control platform for security and compliance teams

Compare

Harmonic Secure AI

Security platform for GenAI adoption with data protection and Shadow AI detection

Compare

AI security platform protecting against data loss, attacks, and AI threats

Compare

Manifest AI Bill of Materials (AIBOM)

Creates structured inventories of AI system components for transparency & risk mgmt

Compare

Prompt Security AI Risk Score Assessment Tool

AI risk assessment tool that scores AI apps and MCP servers for security

Compare

AI tool discovery, adoption tracking, and security visibility platform

Compare

Reach Security - Safe Use of AI

Monitors and governs enterprise AI tool usage via existing security stack.

Compare

Platform for Shadow AI detection, AI guardrails, and workforce AI governance.

Also compare alternatives to:

Sysdig AI Workload Security alternatives Zscaler AI-SPM alternatives Aurva AI Security Posture Management (AI-SPM) alternatives Aurva AI Observability alternatives Pillar Security Platform alternatives AI Security Posture Management alternatives Pluto alternatives raxIT AI Security Assessment alternatives Zscaler SPLX alternatives Palo Alto Networks AI Access Security alternatives Sweet AI Security Platform (AISP) alternatives Zscaler SPLX Platform alternatives

Compare Matos AI SPM with:

Matos AI SPM vs Sysdig AI Workload Security Matos AI SPM vs Zscaler AI-SPM Matos AI SPM vs Aurva AI Security Posture Management (AI-SPM)Matos AI SPM vs Aurva AI Observability Matos AI SPM vs Pillar Security Platform Matos AI SPM vs AI Security Posture Management Matos AI SPM vs Pluto Matos AI SPM vs raxIT AI Security Assessment

Matos AI SPM Alternatives FAQ

Common questions security professionals ask when evaluating alternatives and competitors to Matos AI SPM.

What are the best alternatives to Matos AI SPM?

The most popular alternatives to Matos AI SPM include Sysdig AI Workload Security, Zscaler AI-SPM, Aurva AI Security Posture Management (AI-SPM), Aurva AI Observability, and Pillar Security Platform. These AI SPM tools offer similar capabilities and are frequently compared by security professionals evaluating their options.

How many alternatives to Matos AI SPM are available?

There are 48 alternatives to Matos AI SPM listed on CybersecTools, all within the AI SPM category. Each alternative is matched based on shared capabilities, tags, and NIST CSF coverage areas.

Is Matos AI SPM free or commercial?

Matos AI SPM is a commercial AI SPM tool. It requires a paid license or subscription. Both free and commercial alternatives are available for comparison.

What type of tool is Matos AI SPM?

Matos AI SPM is a AI SPM tool within the broader AI Security category. It is used by security professionals for ai spm capabilities and can be compared against 48 similar tools.

Have more questions? Browse our categories or search for specific tools.

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