# NeuralTrust Prevent Shadow AI vs Polaris Infosec ISMA: side-by-side comparison (2026) [NeuralTrust Prevent Shadow AI](https://cybersectools.com/tools/neuraltrust-prevent-shadow-ai) is a commercial [AI governance](https://cybersectools.com/categories/ai-governance) solution by [NeuralTrust](https://cybersectools.com/companies/neuraltrust). [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 | | NeuralTrust Prevent Shadow AI | 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 | NeuralTrust | Polaris Infosec | | Headquarters | – | – | ### Use cases and capabilities | | NeuralTrust Prevent Shadow AI | Polaris Infosec ISMA | |---|---|---| | Shadow AI | Yes | – | | AI Governance | Yes | – | | AI Observability | Yes | – | | AI DLP | Yes | – | | GenAI Security | Yes | – | | LLM Security | Yes | – | | Data Exfiltration | Yes | – | | Policy | Yes | – | | Browser Security | Yes | – | | Visibility | Yes | – | | Security Maturity | – | Yes | | Security Gap Analysis | – | Yes | ### Core features **NeuralTrust Prevent Shadow AI** 7 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. - [NeuralTrust Prevent Shadow AI](https://cybersectools.com/tools/neuraltrust-prevent-shadow-ai) 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. ## NeuralTrust Prevent Shadow AI vs Polaris Infosec ISMA FAQ Common questions when comparing NeuralTrust Prevent Shadow AI vs Polaris Infosec ISMA for AI governance. ### What is the difference between NeuralTrust Prevent Shadow AI and Polaris Infosec ISMA? **NeuralTrust Prevent Shadow AI**: Detects & governs unauthorized AI tool usage by employees via browser agent. Built by NeuralTrust. **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 NeuralTrust Prevent Shadow AI and Polaris Infosec ISMA? **NeuralTrust Prevent Shadow AI** is made by NeuralTrust. **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 NeuralTrust Prevent Shadow AI a good alternative to Polaris Infosec ISMA? In part. NeuralTrust Prevent Shadow AI 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 - [NeuralTrust Prevent Shadow AI vs Ovalix Public AI Apps Security](https://cybersectools.com/compare/neuraltrust-prevent-shadow-ai-vs-ovalix-public-ai-apps-security) - [NeuralTrust Prevent Shadow AI vs Pangea AI Detection & Response (AIDR)](https://cybersectools.com/compare/neuraltrust-prevent-shadow-ai-vs-pangea-ai-detection-and-response-aidr) - [NeuralTrust Prevent Shadow AI vs Keyboard.dev](https://cybersectools.com/compare/keyboarddev-vs-neuraltrust-prevent-shadow-ai) - [Polaris Infosec ISMA vs Ovalix Public AI Apps Security](https://cybersectools.com/compare/ovalix-public-ai-apps-security-vs-polaris-infosec-isma) - [Polaris Infosec ISMA vs Pangea AI Detection & Response (AIDR)](https://cybersectools.com/compare/pangea-ai-detection-and-response-aidr-vs-polaris-infosec-isma) - [Polaris Infosec ISMA vs Keyboard.dev](https://cybersectools.com/compare/keyboarddev-vs-polaris-infosec-isma) ## Alternatives to each - [See all NeuralTrust Prevent Shadow AI alternatives](https://cybersectools.com/alternatives/neuraltrust-prevent-shadow-ai) - [See all Polaris Infosec ISMA alternatives](https://cybersectools.com/alternatives/polaris-infosec-isma) --- Source: https://cybersectools.com/compare/neuraltrust-prevent-shadow-ai-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/neuraltrust-prevent-shadow-ai.md). Every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md. More on NeuralTrust Prevent Shadow AI 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