# Sysdig AI Workload Security Sysdig AI Workload Security is an AI SPM product by Sysdig. It runs in the cloud. Pricing is commercial (contact sales). Security platform for AI/GenAI workloads with runtime visibility & threat detection Checked October 2026. ## What is Sysdig AI Workload Security? Sysdig AI Workload Security is a security platform designed to protect AI and GenAI workloads in cloud environments. The product provides visibility into AI packages and engines running across cloud infrastructure, including both sanctioned and shadow AI deployments. The platform automatically detects suspicious activities and threats within AI workloads by monitoring runtime behavior such as unauthorized access attempts, shell access, remote file copying, and potential model manipulation. It correlates static risks like public exposure, misconfigurations, and vulnerabilities with real-time threat detections to prioritize security issues. The solution identifies AI packages in use and assesses vulnerabilities in active AI deployments, focusing on the highest-risk components. It performs attack path analysis by correlating AI assets with activity data, visualizing risks across interconnected resources and identifying potential lateral movement. AI Workload Security integrates with Sysdig's Cloud Attack Graph, which correlates findings across vulnerabilities, permissions, and threat detection to provide a unified view of security risks. The platform maintains an inventory of resources running AI packages to help organizations manage AI adoption and meet compliance requirements, including emerging AI regulations. Tags: Attack Paths, Cloud Native ## Where it fits in your security program (NIST CSF 2.0) - [Identify](https://cybersectools.com/guides/building-identify-program-small-team): helps you know your assets and your risks. - [Detect](https://cybersectools.com/guides/building-detect-program-small-team): helps you spot attacks and unusual activity. ## Quick facts - Category: [AI Security](https://cybersectools.com/categories/ai-security) ยท [AI SPM](https://cybersectools.com/categories/ai-spm) - Vendor: [Sysdig](https://cybersectools.com/companies/sysdig) - Deployment: Cloud - Company size fit: Mid-Market, Enterprise - Pricing model: Commercial (contact sales) - Features: 8 listed - Integrations: 6 listed - Website: sysdig.com The full feature and integration lists are on the page for signed-in visitors. ## Where it ranks Sysdig AI Workload Security is #5 of 7 on [Best AI SPM Solutions for Business](https://cybersectools.com/shortlists/best-ai-spm-solutions). ## Who is Sysdig AI Workload Security best for? Cloud teams running AI workloads in containers. It earns a spot because it joins posture with runtime evidence, so you rank AI risks by what is really happening in your workloads. It fits cloud and platform teams that run AI in containers and Kubernetes and already use Sysdig. Its view starts at the workload, so weigh how much you also need on AI apps used by staff and on SaaS agents. Our take, from #5 of 7 on [Best AI SPM Solutions for Business](https://cybersectools.com/shortlists/best-ai-spm-solutions), Fall 2026. Reviewed by [Nika (Nikoloz) Kokhreidze](https://cybersectools.com/about). ## Sysdig AI Workload Security FAQ ### What is Sysdig AI Workload Security? Sysdig AI Workload Security is a product by Sysdig in the AI SPM category. It covers Attack Paths and Cloud Native. ### What is the pricing for Sysdig AI Workload Security? Sysdig AI Workload Security is a commercial product. For pricing, visit https://www.sysdig.com/ai-workload-security/ or contact Sysdig. ### What are alternatives to Sysdig AI Workload Security? Alternatives to Sysdig AI Workload Security listed on CybersecTools: 1. [Zscaler SPLX](https://cybersectools.com/tools/zscaler-splx) - End-to-end platform for securing AI systems across their entire lifecycle (Commercial) 2. [Matos AI SPM](https://cybersectools.com/tools/matos-ai-spm) - AI Security Posture Management solution for AI models, data, and services (Commercial) 3. [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) 4. [Noma Security Platform](https://cybersectools.com/tools/noma-security-comprehensive-ai-security) - Comprehensive AI security platform protecting AI systems and applications (Commercial) 5. [WitnessAI Platform](https://cybersectools.com/tools/witness-ai-product) - Enterprise AI security platform for visibility, governance, and protection (Commercial) Compare all Sysdig AI Workload Security alternatives at [https://cybersectools.com/alternatives/sysdig-ai-workload-security](https://cybersectools.com/alternatives/sysdig-ai-workload-security) ### What deployment and organization size does Sysdig AI Workload Security fit? Sysdig AI Workload Security is available as a cloud service. It is listed for mid-market companies and enterprises. Pricing is commercial. Ask Sysdig for pricing and support terms. ## Compare Sysdig AI Workload Security with similar solutions - [Sysdig AI Workload Security vs Zscaler SPLX](https://cybersectools.com/compare/sysdig-ai-workload-security-vs-zscaler-splx) - [Sysdig AI Workload Security vs Matos AI SPM](https://cybersectools.com/compare/matos-ai-spm-vs-sysdig-ai-workload-security) - [Sysdig AI Workload Security vs Sweet AI Security Platform (AISP)](https://cybersectools.com/compare/sweet-ai-security-platform-aisp-vs-sysdig-ai-workload-security) All alternatives to Sysdig AI Workload Security: [/alternatives/sysdig-ai-workload-security](https://cybersectools.com/alternatives/sysdig-ai-workload-security) --- Source: https://cybersectools.com/tools/sysdig-ai-workload-security For AI agents: every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md, and any compare page has a Markdown copy too (add .md to its URL). More on Sysdig AI Workload Security and Sysdig: 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=product-md