# Lightbeam Protect the Human Behind the Data vs Modelyo Confidential AI: side-by-side comparison (2026) [Lightbeam Protect the Human Behind the Data](https://cybersectools.com/tools/lightbeam-protect-the-human-behind-the-data) is a commercial [data security posture management](https://cybersectools.com/categories/dspm) solution by [Lightbeam](https://cybersectools.com/companies/lightbeam). [Modelyo Confidential AI](https://cybersectools.com/tools/modelyo-confidential-ai) is a commercial [confidential computing](https://cybersectools.com/categories/confidential-computing) solution by [Modelyo](https://cybersectools.com/companies/modelyo). Features, integrations, deployment and the company behind each one, side by side. ## Side-by-side comparison | | Lightbeam Protect the Human Behind the Data | Modelyo Confidential AI | |---|---|---| | Pricing model | Commercial | Commercial | | Category | Data Security Posture Management | Confidential Computing | | Verified | No | No | | Deployment type | Hybrid | Hybrid | | Company size fit | SMB, Mid-Market, Enterprise | Mid-Market, Enterprise | | Company | Lightbeam | Modelyo | | Headquarters | – | – | ### Use cases and capabilities | | Lightbeam Protect the Human Behind the Data | Modelyo Confidential AI | |---|---|---| | Encryption | – | Yes | | Generative AI | – | Yes | | RAG Security | – | Yes | | Agentic AI Security | – | Yes | | Hardware Security | – | Yes | | Isolation | – | Yes | | Multi Tenancy | – | Yes | | Key Management | – | Yes | | Verification | – | Yes | | Sensitive Data | – | Yes | ### Core features **Lightbeam Protect the Human Behind the Data** 10 features listed. Sign in on the page to see them. **Modelyo Confidential AI** 9 features listed. Sign in on the page to see them. ### Integrations **Lightbeam Protect the Human Behind the Data** 3 integrations listed. Sign in on the page to see them. **Modelyo Confidential AI** 9 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. - [Lightbeam Protect the Human Behind the Data](https://cybersectools.com/tools/lightbeam-protect-the-human-behind-the-data) fits if you are a small business. ## Lightbeam Protect the Human Behind the Data vs Modelyo Confidential AI FAQ Common questions when comparing Lightbeam Protect the Human Behind the Data vs Modelyo Confidential AI for data security posture management. ### What is the difference between Lightbeam Protect the Human Behind the Data and Modelyo Confidential AI? **Lightbeam Protect the Human Behind the Data**: Identity-centric DSPM platform for data discovery, classification & governance. Built by Lightbeam. **Modelyo Confidential AI**: Confidential computing platform for running AI on encrypted, geo-bound, attested data. Built by Modelyo. The table above shows where their features, integrations, deployment and company size fit differ. ### Who makes Lightbeam Protect the Human Behind the Data and Modelyo Confidential AI? **Lightbeam Protect the Human Behind the Data** is made by Lightbeam. **Modelyo Confidential AI** is made by Modelyo. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit. ### Is Lightbeam Protect the Human Behind the Data a good alternative to Modelyo Confidential AI? In part. Lightbeam Protect the Human Behind the Data and Modelyo Confidential AI are not in the same category on CybersecTools. Use the table above to see where features, deployment and company size fit differ. ## Related comparisons - [Lightbeam Protect the Human Behind the Data vs comforte TAMUNIO](https://cybersectools.com/compare/comforte-tamunio-vs-lightbeam-protect-the-human-behind-the-data) - [Lightbeam Protect the Human Behind the Data vs Teleskope Platform](https://cybersectools.com/compare/lightbeam-protect-the-human-behind-the-data-vs-teleskope-platform) - [Lightbeam Protect the Human Behind the Data vs Teleskope Kosmo](https://cybersectools.com/compare/lightbeam-protect-the-human-behind-the-data-vs-teleskope-data-subject-rights-request-automation) - [Modelyo Confidential AI vs comforte TAMUNIO](https://cybersectools.com/compare/comforte-tamunio-vs-modelyo-confidential-ai) - [Modelyo Confidential AI vs Teleskope Platform](https://cybersectools.com/compare/modelyo-confidential-ai-vs-teleskope-platform) - [Modelyo Confidential AI vs Teleskope Kosmo](https://cybersectools.com/compare/modelyo-confidential-ai-vs-teleskope-data-subject-rights-request-automation) ## Alternatives to each - [See all Lightbeam Protect the Human Behind the Data alternatives](https://cybersectools.com/alternatives/lightbeam-protect-the-human-behind-the-data) - [See all Modelyo Confidential AI alternatives](https://cybersectools.com/alternatives/modelyo-confidential-ai) --- Source: https://cybersectools.com/compare/lightbeam-protect-the-human-behind-the-data-vs-modelyo-confidential-ai For AI agents: each product above has its own Markdown page (add .md to its URL, for example https://cybersectools.com/tools/lightbeam-protect-the-human-behind-the-data.md). Every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md. More on Lightbeam Protect the Human Behind the Data and Modelyo Confidential AI: 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