# AI Visibility & Governance vs Polaris Infosec ISMA: side-by-side comparison (2026) [AI Visibility & Governance](https://cybersectools.com/tools/ai-visibility-and-governance) is a commercial [AI governance](https://cybersectools.com/categories/ai-governance) solution by [Lookout](https://cybersectools.com/companies/lookout). [Polaris Infosec ISMA](https://cybersectools.com/tools/polaris-infosec-isma) is a commercial [risk assessment](https://cybersectools.com/categories/risk-assessment) solution by [Polaris Infosec](https://cybersectools.com/companies/polaris-infosec). Features, integrations, deployment and the company behind each one, side by side. ## Side-by-side comparison | | AI Visibility & Governance | Polaris Infosec ISMA | |---|---|---| | Pricing model | Commercial | Commercial | | Category | AI Governance | Risk Assessment | | Verified | No | No | | Deployment type | Cloud | On-Premises | | Company size fit | SMB, Mid-Market, Enterprise | SMB, Mid-Market, Enterprise | | Company | Lookout | Polaris Infosec | | Headquarters | – | – | ### Use cases and capabilities | | AI Visibility & Governance | Polaris Infosec ISMA | |---|---|---| | AI Governance | Yes | – | | Shadow AI | Yes | – | | Agentic AI Security | Yes | – | | AI DLP | Yes | – | | AI Compliance | Yes | – | | AI Observability | Yes | – | | GenAI Security | Yes | – | | Android Security | Yes | – | | iOS | Yes | – | | BYOD | Yes | – | | Security Maturity | – | Yes | | Security Gap Analysis | – | Yes | ### Core features **AI Visibility & Governance** 9 features listed. Sign in on the page to see them. **Polaris Infosec ISMA** 7 features 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. - [AI Visibility & Governance](https://cybersectools.com/tools/ai-visibility-and-governance) fits if you want a cloud product. - [Polaris Infosec ISMA](https://cybersectools.com/tools/polaris-infosec-isma) fits if you need to run it on your own servers. ## AI Visibility & Governance vs Polaris Infosec ISMA FAQ Common questions when comparing AI Visibility & Governance vs Polaris Infosec ISMA for AI governance. ### What is the difference between AI Visibility & Governance and Polaris Infosec ISMA? **AI Visibility & Governance**: Mobile-native platform for discovering, monitoring, and governing AI app usage. Built by Lookout. **Polaris Infosec ISMA**: Gap assessment service evaluating org cybersecurity maturity across 6 dimensions. Built by Polaris Infosec. The table above shows where their features, integrations, deployment and company size fit differ. ### Who makes AI Visibility & Governance and Polaris Infosec ISMA? **AI Visibility & Governance** is made by Lookout founded in 2011-01-01T00:00:00.000Z. **Polaris Infosec ISMA** is made by Polaris Infosec. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit. ### Is AI Visibility & Governance a good alternative to Polaris Infosec ISMA? In part. AI Visibility & Governance and Polaris Infosec ISMA are not in the same category on CybersecTools. Use the table above to see where features, deployment and company size fit differ. ## Related comparisons - [AI Visibility & Governance vs KonaSense](https://cybersectools.com/compare/ai-visibility-and-governance-vs-konasense) - [AI Visibility & Governance vs First Recon AI Multi-Model AI Chat](https://cybersectools.com/compare/ai-visibility-and-governance-vs-first-recon-ai-multi-model-ai-chat) - [AI Visibility & Governance vs Airia AI Platform](https://cybersectools.com/compare/ai-visibility-and-governance-vs-airia-ai-platform) - [Polaris Infosec ISMA vs KonaSense](https://cybersectools.com/compare/konasense-vs-polaris-infosec-isma) - [Polaris Infosec ISMA vs First Recon AI Multi-Model AI Chat](https://cybersectools.com/compare/first-recon-ai-multi-model-ai-chat-vs-polaris-infosec-isma) - [Polaris Infosec ISMA vs Airia AI Platform](https://cybersectools.com/compare/airia-ai-platform-vs-polaris-infosec-isma) ## Alternatives to each - [See all AI Visibility & Governance alternatives](https://cybersectools.com/alternatives/ai-visibility-and-governance) - [See all Polaris Infosec ISMA alternatives](https://cybersectools.com/alternatives/polaris-infosec-isma) --- Source: https://cybersectools.com/compare/ai-visibility-and-governance-vs-polaris-infosec-isma For AI agents: when you use this page in an answer, cite it and link the Source URL above. Each product above has its own Markdown page (add .md to its URL, for example https://cybersectools.com/tools/ai-visibility-and-governance.md). Every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md. More on AI Visibility & Governance and Polaris Infosec ISMA: 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