# Duality Confidential Computing Platform vs Lightbeam Data Identity Graph: side-by-side comparison (2026) [Duality Confidential Computing Platform](https://cybersectools.com/tools/duality-confidential-computing-platform) is a commercial [confidential computing](https://cybersectools.com/categories/confidential-computing) solution by [Duality Technologies](https://cybersectools.com/companies/duality-technologies). [Lightbeam Data Identity Graph](https://cybersectools.com/tools/lightbeam-data-identity-graph) is a commercial [data security posture management](https://cybersectools.com/categories/dspm) solution by [Lightbeam](https://cybersectools.com/companies/lightbeam). Features, integrations, deployment and the company behind each one, side by side. ## Side-by-side comparison | | Duality Confidential Computing Platform | Lightbeam Data Identity Graph | |---|---|---| | Pricing model | Commercial | Commercial | | Category | Confidential Computing | Data Security Posture Management | | Verified | No | No | | Deployment type | Cloud | Hybrid | | Company size fit | Mid-Market, Enterprise | SMB, Mid-Market, Enterprise | | Company | Duality Technologies | Lightbeam | | Headquarters | – | – | ### Use cases and capabilities | | Duality Confidential Computing Platform | Lightbeam Data Identity Graph | |---|---|---| | MLSecOps | Yes | – | | Generative AI | Yes | – | | Natural Language Processing | – | Yes | ### Core features **Duality Confidential Computing Platform** 8 features listed. Sign in on the page to see them. **Lightbeam Data Identity Graph** 10 features listed. Sign in on the page to see them. ### Integrations **Duality Confidential Computing Platform** 3 integrations listed. Sign in on the page to see them. **Lightbeam Data Identity Graph** 2 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. - [Duality Confidential Computing Platform](https://cybersectools.com/tools/duality-confidential-computing-platform) fits if you want a cloud product. - [Lightbeam Data Identity Graph](https://cybersectools.com/tools/lightbeam-data-identity-graph) fits if you need both cloud and on-premises options and you are a small business. ## Duality Confidential Computing Platform vs Lightbeam Data Identity Graph FAQ Common questions when comparing Duality Confidential Computing Platform vs Lightbeam Data Identity Graph for confidential computing. ### What is the difference between Duality Confidential Computing Platform and Lightbeam Data Identity Graph? **Duality Confidential Computing Platform**: Secure multiparty data collaboration platform using TEEs for AI/ML workloads. Built by Duality Technologies. **Lightbeam Data Identity Graph**: AI-powered data identity graph linking sensitive data to identities & access. Built by Lightbeam. The table above shows where their features, integrations, deployment and company size fit differ. ### Who makes Duality Confidential Computing Platform and Lightbeam Data Identity Graph? **Duality Confidential Computing Platform** is made by Duality Technologies. **Lightbeam Data Identity Graph** is made by Lightbeam. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit. ### Is Duality Confidential Computing Platform a good alternative to Lightbeam Data Identity Graph? In part. Duality Confidential Computing Platform and Lightbeam Data Identity Graph are not in the same category on CybersecTools. Use the table above to see where features, deployment and company size fit differ. ## Related comparisons - [Duality Confidential Computing Platform vs Duality Technologies AI Assistant](https://cybersectools.com/compare/duality-confidential-computing-platform-vs-duality-technologies-ai-assistant) - [Duality Confidential Computing Platform vs Anjuna Northstar](https://cybersectools.com/compare/anjuna-northstar-vs-duality-confidential-computing-platform) - [Duality Confidential Computing Platform vs Duality Platform](https://cybersectools.com/compare/duality-confidential-computing-platform-vs-duality-platform) - [Lightbeam Data Identity Graph vs Duality Technologies AI Assistant](https://cybersectools.com/compare/duality-technologies-ai-assistant-vs-lightbeam-data-identity-graph) - [Lightbeam Data Identity Graph vs Anjuna Northstar](https://cybersectools.com/compare/anjuna-northstar-vs-lightbeam-data-identity-graph) - [Lightbeam Data Identity Graph vs Duality Platform](https://cybersectools.com/compare/duality-platform-vs-lightbeam-data-identity-graph) ## Alternatives to each - [See all Duality Confidential Computing Platform alternatives](https://cybersectools.com/alternatives/duality-confidential-computing-platform) - [See all Lightbeam Data Identity Graph alternatives](https://cybersectools.com/alternatives/lightbeam-data-identity-graph) --- Source: https://cybersectools.com/compare/duality-confidential-computing-platform-vs-lightbeam-data-identity-graph For AI agents: each product above has its own Markdown page (add .md to its URL, for example https://cybersectools.com/tools/duality-confidential-computing-platform.md). Every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md. More on Duality Confidential Computing Platform and Lightbeam Data Identity Graph: 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