# Shadow Defend vs Trend Micro Secure AI Factory: side-by-side comparison (2026) [Shadow Defend](https://cybersectools.com/tools/shadowdefend) is a commercial [AI governance](https://cybersectools.com/categories/ai-governance) solution by [Shadow Defend](https://cybersectools.com/companies/shadow-defend). [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 | | Shadow Defend | Trend Micro Secure AI Factory | |---|---|---| | Pricing model | Commercial | Commercial | | Category | AI Governance | MLSecOps | | Verified | No | No | | Deployment type | Cloud | Hybrid | | Company size fit | Startup, SMB, Mid-Market, Enterprise | Mid-Market, Enterprise | | Company | Shadow Defend | Trend Micro | | Headquarters | – | – | ### Use cases and capabilities | | Shadow Defend | Trend Micro Secure AI Factory | |---|---|---| | AI Governance | Yes | – | | Shadow AI | Yes | – | | AI DLP | Yes | – | | Browser Security | Yes | – | | LLM Security | Yes | – | | PII | Yes | – | | OWASP | Yes | – | | AI Compliance | Yes | – | | Sensitive Data | Yes | – | ### Core features **Shadow Defend** 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 **Shadow Defend** 4 integrations listed. Sign in on the page to see them. **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. - [Shadow Defend](https://cybersectools.com/tools/shadowdefend) fits if you want a cloud product and you are a startup or 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. ## Shadow Defend vs Trend Micro Secure AI Factory FAQ Common questions when comparing Shadow Defend vs Trend Micro Secure AI Factory for AI governance. ### What is the difference between Shadow Defend and Trend Micro Secure AI Factory? **Shadow Defend**: Browser extension for AI governance: discovers, monitors & controls AI tool use. Built by Shadow Defend. **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 Shadow Defend and Trend Micro Secure AI Factory? **Shadow Defend** is made by Shadow Defend founded in 2026-01-01T00:00:00.000Z. **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 Shadow Defend a good alternative to Trend Micro Secure AI Factory? In part. Shadow Defend 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 - [Shadow Defend vs KonaSense](https://cybersectools.com/compare/konasense-vs-shadowdefend) - [Shadow Defend vs BeeSensible](https://cybersectools.com/compare/beesensible-vs-shadowdefend) - [Shadow Defend vs Ovalix Public AI Apps Security](https://cybersectools.com/compare/ovalix-public-ai-apps-security-vs-shadowdefend) - [Trend Micro Secure AI Factory vs KonaSense](https://cybersectools.com/compare/konasense-vs-trend-micro-secure-ai-factory) - [Trend Micro Secure AI Factory vs BeeSensible](https://cybersectools.com/compare/beesensible-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 Shadow Defend alternatives](https://cybersectools.com/alternatives/shadowdefend) - [See all Trend Micro Secure AI Factory alternatives](https://cybersectools.com/alternatives/trend-micro-secure-ai-factory) --- Source: https://cybersectools.com/compare/shadowdefend-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/shadowdefend.md). Every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md. More on Shadow Defend 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