The product
by Sysdig
Security platform for AI/GenAI workloads with runtime visibility & threat detection
The closest Sysdig AI Workload Security alternatives are Zscaler SPLX, Matos AI SPM and Sweet AI Security Platform (AISP). Picking a Sysdig AI Workload Security 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 shownClosest matches: Zscaler SPLX, Matos AI SPM, Sweet AI Security Platform (AISP)Page updated Nov 2026
The product
by Sysdig
Security platform for AI/GenAI workloads with runtime visibility & threat detection
Sysdig AI Workload Security is a commercial AI SPM solution made by Sysdig. The closest matches by shared tags and NIST CSF 2.0 coverage are Zscaler SPLX, Matos AI SPM, Sweet AI Security Platform (AISP), Zscaler SPLX Platform, and Noma Security Platform. All 48 alternatives on this page are ranked the same way.
These 8 solutions overlap most with Sysdig AI Workload Security. Each row says what the product does and, when the overlap is big enough, which capabilities it shares.
End-to-end platform for securing AI systems across their entire lifecycle
Key features: 10 listed. See them on the Zscaler SPLX page.
View Zscaler SPLXZscaler SPLX alternativesSysdig AI Workload Security vs Zscaler SPLX
AI Security Posture Management solution for AI models, data, and services
Key features: 10 listed. See them on the Matos AI SPM page.
View Matos AI SPMMatos AI SPM alternativesSysdig AI Workload Security vs Matos AI SPM
End-to-end AI security platform for models, agents, and runtime protection
Key features: 10 listed. See them on the Sweet AI Security Platform (AISP) page.
View Sweet AI Security Platform (AISP)Sweet AI Security Platform (AISP) alternativesSysdig AI Workload Security vs Sweet AI Security Platform (AISP)
End-to-end platform for securing AI systems from build to runtime
Key features: 10 listed. See them on the Zscaler SPLX Platform page.
View Zscaler SPLX PlatformZscaler SPLX Platform alternativesSysdig AI Workload Security vs Zscaler SPLX Platform
Comprehensive AI security platform protecting AI systems and applications
Key features: 9 listed. See them on the Noma Security Platform page.
View Noma Security PlatformNoma Security Platform alternativesSysdig AI Workload Security vs Noma Security Platform
Enterprise AI security platform for visibility, governance, and protection
Key features: 10 listed. See them on the WitnessAI Platform page.
View WitnessAI PlatformWitnessAI Platform alternativesSysdig AI Workload Security vs WitnessAI Platform
AI security platform for lifecycle protection, governance, and runtime defense
Key features: 10 listed. See them on the Pillar Security Platform page.
View Pillar Security PlatformPillar Security Platform alternativesSysdig AI Workload Security vs Pillar Security Platform
AI Security Posture Management platform for discovering and securing AI agents
Key features: 10 listed. See them on the Zenity AI Security Posture Management page.
View Zenity AI Security Posture ManagementZenity AI Security Posture Management alternativesSysdig AI Workload Security vs Zenity AI Security Posture Management
End-to-end AI security platform for models, agents, and runtime protection
Comprehensive AI security platform protecting AI systems and applications
AI security platform for lifecycle protection, governance, and runtime defense
AI Security Posture Management platform for discovering and securing AI agents
AI-focused exposure management for identifying & mitigating AI system vulns.
AI security platform for discovering, monitoring, and protecting AI integrations.
AI trust infrastructure platform for securing GenAI apps & workforce usage
Platform securing AI apps, agents, models & data across development lifecycle
Discovers and tracks shadow AI tools, AI agents, and GenAI usage across SaaS.
AI Security Posture Management platform for AI/ML infrastructure security
Detects and inventories unauthorized AI tool usage across browser, code, and cloud.
Real-time inventory tool for discovering and monitoring all AI usage across an org.
Discovers and inventories AI assets across enterprise codebases, clouds, and apps.
Endpoint sensor that inventories AI agents and traces their prompts, tools and files.
Secures GenAI app usage with visibility, data protection, and threat defense
AI asset discovery & security posture mgmt platform for LLMs, agents & workflows
Creates structured inventories of AI system components for transparency & risk mgmt
AI risk assessment tool that scores AI apps and MCP servers for security
AI governance tool that discovers shadow AI, assesses AI vendors, and detects risky AI use
AI observability platform for shadow AI discovery and inventory management
Discovers and governs unsanctioned AI tool usage across enterprise environments
Automated AI agent threat modeling tool with EU AI Act & NIST mapping.
Discovers and inventories shadow AI usage across enterprise apps, APIs, and code.
AI usage control platform for detecting & preventing unsafe GenAI tool usage
Secures enterprise AI adoption by monitoring data exposure across AI systems
DLP solution preventing enterprise data loss through workforce AI tool usage
Discovers and governs AI tool usage across organizations with policy enforcement
Security platform for GenAI adoption with data protection and Shadow AI detection
AI security platform protecting against data loss, attacks, and AI threats
Provides visibility and governance over AI-generated code in development.
GenAI runtime visibility and governance platform for LLM traffic management
Common questions when weighing alternatives to Sysdig AI Workload Security.
The closest matches to Sysdig AI Workload Security by shared tags and NIST CSF 2.0 coverage are Zscaler SPLX, Matos AI SPM, Sweet AI Security Platform (AISP), Zscaler SPLX Platform, and Noma Security Platform. All of them are AI SPM products.
This page shows 48 alternatives to Sysdig AI Workload Security, 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.
Sysdig AI Workload Security 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.
Sysdig AI Workload Security is a AI SPM product in the AI Security category. You can compare it with the 48 other AI SPM products on this page.
Need the answer fast? Best AI SPM Solutions for Business picks Palo Alto Networks Prisma AIRS, Zscaler AI-SPM, Cyera Agent Guardian and 4 more.See the shortlist
