# Aurva AI Observability vs Aurva AI Security Posture Management (AI-SPM): side-by-side comparison (2026) [Aurva AI Observability](https://cybersectools.com/tools/aurva-ai-observability) is a commercial [AI SPM](https://cybersectools.com/categories/ai-spm) solution by [Aurva](https://cybersectools.com/companies/aurva). [Aurva AI Security Posture Management (AI-SPM)](https://cybersectools.com/tools/aurva-ai-security-posture-management-ai-spm) is a commercial [AI SPM](https://cybersectools.com/categories/ai-spm) solution by [Aurva](https://cybersectools.com/companies/aurva). Features, integrations, deployment and the company behind each one, side by side. 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. ## Side-by-side comparison | | Aurva AI Observability | Aurva AI Security Posture Management (AI-SPM) | |---|---|---| | Pricing model | Commercial | Commercial | | Category | AI SPM | AI SPM | | Verified | No | No | | Deployment type | Hybrid | Cloud | | Company size fit | SMB, Mid-Market, Enterprise | Mid-Market, Enterprise | | Company | Aurva | Aurva | | Headquarters | – | – | ### Use cases and capabilities | | Aurva AI Observability | Aurva AI Security Posture Management (AI-SPM) | |---|---|---| | Open Source | Yes | – | | Shadow AI | Yes | – | | AI Observability | Yes | – | | AI SPM | Yes | Yes | ### Core features **Aurva AI Observability** 10 features listed. Sign in on the page to see them. **Aurva AI Security Posture Management (AI-SPM)** 8 features listed. Sign in on the page to see them. ### Integrations **Aurva AI Observability** 50 integrations listed. Sign in on the page to see them. **Aurva AI Security Posture Management (AI-SPM)** 50 integrations listed. Sign in on the page to see them. ## Which one fits you Based on what each listing shows: deployment, company size, price and open source. - [Aurva AI Observability](https://cybersectools.com/tools/aurva-ai-observability) fits if you need both cloud and on-premises options and you are a small business. - [Aurva AI Security Posture Management (AI-SPM)](https://cybersectools.com/tools/aurva-ai-security-posture-management-ai-spm) fits if you want a cloud product. ## Aurva AI Observability vs Aurva AI Security Posture Management (AI-SPM) FAQ Common questions when comparing Aurva AI Observability vs Aurva AI Security Posture Management (AI-SPM) for AI SPM. ### What is the difference between Aurva AI Observability and Aurva AI Security Posture Management (AI-SPM)? **Aurva AI Observability**: AI observability platform for shadow AI discovery and inventory management. Built by Aurva. **Aurva AI Security Posture Management (AI-SPM)**: AI Security Posture Management platform for AI/ML infrastructure security. Built by Aurva. The table above shows where their features, integrations, deployment and company size fit differ. ### Who makes Aurva AI Observability and Aurva AI Security Posture Management (AI-SPM)? **Aurva AI Observability** is made by Aurva. **Aurva AI Security Posture Management (AI-SPM)** is made by Aurva. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit. ### Is Aurva AI Observability a good alternative to Aurva AI Security Posture Management (AI-SPM)? Often, yes. Aurva AI Observability and Aurva AI Security Posture Management (AI-SPM) are both AI SPM products, and both cover AI SPM. Use the table above to see where features, deployment and company size fit differ. ## Related comparisons - [Aurva AI Observability vs Opsin](https://cybersectools.com/compare/aurva-ai-observability-vs-opsin) - [Aurva AI Observability vs Aurascape](https://cybersectools.com/compare/aurascape-vs-aurva-ai-observability) - [Aurva AI Observability vs Airia AI Discovery](https://cybersectools.com/compare/airia-ai-discovery-vs-aurva-ai-observability) - [Aurva AI Security Posture Management (AI-SPM) vs Opsin](https://cybersectools.com/compare/aurva-ai-security-posture-management-ai-spm-vs-opsin) - [Aurva AI Security Posture Management (AI-SPM) vs Aurascape](https://cybersectools.com/compare/aurascape-vs-aurva-ai-security-posture-management-ai-spm) - [Aurva AI Security Posture Management (AI-SPM) vs Airia AI Discovery](https://cybersectools.com/compare/airia-ai-discovery-vs-aurva-ai-security-posture-management-ai-spm) ## Alternatives to each - [See all Aurva AI Observability alternatives](https://cybersectools.com/alternatives/aurva-ai-observability) - [See all Aurva AI Security Posture Management (AI-SPM) alternatives](https://cybersectools.com/alternatives/aurva-ai-security-posture-management-ai-spm) --- Source: https://cybersectools.com/compare/aurva-ai-observability-vs-aurva-ai-security-posture-management-ai-spm For AI agents: each product above has its own Markdown page (add .md to its URL, for example https://cybersectools.com/tools/aurva-ai-observability.md). Every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md. More on Aurva AI Observability and Aurva AI Security Posture Management (AI-SPM): 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=compare-md