# AI Visibility & Governance vs Trend Micro Secure AI Factory: 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). [Trend Micro Secure AI Factory](https://cybersectools.com/tools/trend-micro-secure-ai-factory) is a commercial [MLSecOps](https://cybersectools.com/categories/mlsecops) solution by [Trend Micro](https://cybersectools.com/companies/trend-micro). Features, integrations, deployment and the company behind each one, side by side. ## Side-by-side comparison | | AI Visibility & Governance | Trend Micro Secure AI Factory | |---|---|---| | Pricing model | Commercial | Commercial | | Category | AI Governance | MLSecOps | | Verified | No | No | | Deployment type | Cloud | Hybrid | | Company size fit | SMB, Mid-Market, Enterprise | Mid-Market, Enterprise | | Company | Lookout | Trend Micro | | Headquarters | – | – | ### Use cases and capabilities | | AI Visibility & Governance | Trend Micro Secure AI Factory | |---|---|---| | 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 | – | ### Core features **AI Visibility & Governance** 9 features listed. Sign in on the page to see them. **Trend Micro Secure AI Factory** 10 features listed. Sign in on the page to see them. ### Integrations **AI Visibility & Governance** No integrations listed. **Trend Micro Secure AI Factory** 5 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. - [AI Visibility & Governance](https://cybersectools.com/tools/ai-visibility-and-governance) fits if you want a cloud product and you are a small business. - [Trend Micro Secure AI Factory](https://cybersectools.com/tools/trend-micro-secure-ai-factory) fits if you need both cloud and on-premises options. ## AI Visibility & Governance vs Trend Micro Secure AI Factory FAQ Common questions when comparing AI Visibility & Governance vs Trend Micro Secure AI Factory for AI governance. ### What is the difference between AI Visibility & Governance and Trend Micro Secure AI Factory? **AI Visibility & Governance**: Mobile-native platform for discovering, monitoring, and governing AI app usage. Built by Lookout. **Trend Micro Secure AI Factory**: End-to-end platform for secure enterprise AI deployment with compliance controls. Built by Trend Micro. The table above shows where their features, integrations, deployment and company size fit differ. ### Who makes AI Visibility & Governance and Trend Micro Secure AI Factory? **AI Visibility & Governance** is made by Lookout founded in 2011-01-01T00:00:00.000Z. **Trend Micro Secure AI Factory** is made by Trend Micro. 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 Trend Micro Secure AI Factory? In part. AI Visibility & Governance and Trend Micro Secure AI Factory 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 Ovalix Public AI Apps Security](https://cybersectools.com/compare/ai-visibility-and-governance-vs-ovalix-public-ai-apps-security) - [Trend Micro Secure AI Factory vs KonaSense](https://cybersectools.com/compare/konasense-vs-trend-micro-secure-ai-factory) - [Trend Micro Secure AI Factory vs First Recon AI Multi-Model AI Chat](https://cybersectools.com/compare/first-recon-ai-multi-model-ai-chat-vs-trend-micro-secure-ai-factory) - [Trend Micro Secure AI Factory vs Ovalix Public AI Apps Security](https://cybersectools.com/compare/ovalix-public-ai-apps-security-vs-trend-micro-secure-ai-factory) ## Alternatives to each - [See all AI Visibility & Governance alternatives](https://cybersectools.com/alternatives/ai-visibility-and-governance) - [See all Trend Micro Secure AI Factory alternatives](https://cybersectools.com/alternatives/trend-micro-secure-ai-factory) --- Source: https://cybersectools.com/compare/ai-visibility-and-governance-vs-trend-micro-secure-ai-factory For AI agents: 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 Trend Micro Secure AI Factory: 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