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Sysdig AI Workload Security is a commercial ai spm tool by Sysdig. Zscaler SPLX Platform is a commercial ai spm tool by SPLX. Compare features, ratings, integrations, and community reviews side by side to find the best ai spm fit for your security stack.
CST VerdictBased on our analysis of NIST CSF 2.0 coverage, core features, integrations, company size fit, here is our conclusion:
Enterprise security teams deploying multiple generative AI models across cloud platforms need visibility into AI-specific attack paths and shadow AI instances that standard container security tools ignore, and Sysdig AI Workload Security is built specifically for that gap. The platform covers NIST ID.AM, DE.CM, and DE.AE functions across OpenAI, Bedrock, Anthropic, and Vertex AI simultaneously, mapping both static package vulnerabilities and runtime manipulation attempts in a single inventory. Skip this if your AI workloads are still in pilot phase or confined to a single cloud provider; the ROI only clicks when you're managing dozens of models across environments.
Mid-market and enterprise security teams deploying internal LLM applications need Zscaler SPLX Platform because it's the only platform that treats AI systems as supply chain risk, not just another application to monitor. The platform covers the full NIST lifecycle from ID.AM asset discovery through DE.CM runtime inspection, with native jailbreak detection and automated red teaming that catches prompt injection attacks before they reach production. Skip this if your organization hasn't yet built or integrated custom LLM applications; you're paying for capabilities you won't use for another 18 months.
Security platform for AI/GenAI workloads with runtime visibility & threat detection
End-to-end platform for securing AI systems from build to runtime
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Common questions about comparing Sysdig AI Workload Security vs Zscaler SPLX Platform for your ai spm needs.
Sysdig AI Workload Security: Security platform for AI/GenAI workloads with runtime visibility & threat detection. built by Sysdig. headquartered in United States. Core capabilities include 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..
Zscaler SPLX Platform: End-to-end platform for securing AI systems from build to runtime. built by SPLX. headquartered in United States. Core capabilities include AI asset discovery and management with AI-BOM creation, Automated AI red teaming with comprehensive attack database, Real-time input and output monitoring with guardrails..
Both serve the AI SPM market but differ in approach, feature depth, and target audience.
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