# Confidential Agents for RAG vs Lepide Data Security Platform: side-by-side comparison (2026) [Confidential Agents for RAG](https://cybersectools.com/tools/confidential-agents-for-rag) is a commercial [confidential computing](https://cybersectools.com/categories/confidential-computing) solution by [OPAQUE](https://cybersectools.com/companies/opaque). [Lepide Data Security Platform](https://cybersectools.com/tools/lepide-data-security-platform) is a commercial [data access governance](https://cybersectools.com/categories/data-access-governance) solution by [Lepide](https://cybersectools.com/companies/lepide). Features, integrations, deployment and the company behind each one, side by side. ## Side-by-side comparison | | Confidential Agents for RAG | Lepide Data Security Platform | |---|---|---| | Pricing model | Commercial | Commercial | | Category | Confidential Computing | Data Access Governance | | Verified | No | No | | Deployment type | Cloud | Hybrid | | Company size fit | Mid-Market, Enterprise | SMB, Mid-Market, Enterprise | | Company | OPAQUE | Lepide | | Headquarters | – | – | ### Use cases and capabilities | | Confidential Agents for RAG | Lepide Data Security Platform | |---|---|---| | RAG | Yes | – | | RAG Security | Yes | – | | Active Directory | – | Yes | | Microsoft 365 | – | Yes | | Permissions | – | Yes | ### Core features **Confidential Agents for RAG** 7 features listed. Sign in on the page to see them. **Lepide Data Security Platform** 10 features listed. Sign in on the page to see them. ### Integrations **Confidential Agents for RAG** No integrations listed. **Lepide Data Security Platform** 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. - [Confidential Agents for RAG](https://cybersectools.com/tools/confidential-agents-for-rag) fits if you want a cloud product. - [Lepide Data Security Platform](https://cybersectools.com/tools/lepide-data-security-platform) fits if you need both cloud and on-premises options and you are a small business. ## Confidential Agents for RAG vs Lepide Data Security Platform FAQ Common questions when comparing Confidential Agents for RAG vs Lepide Data Security Platform for confidential computing. ### What is the difference between Confidential Agents for RAG and Lepide Data Security Platform? **Confidential Agents for RAG**: Confidential computing platform for secure RAG and AI agent workflows. Built by OPAQUE. **Lepide Data Security Platform**: Unified platform for auditing, threat detection & data security across AD & M365. Built by Lepide. The table above shows where their features, integrations, deployment and company size fit differ. ### Who makes Confidential Agents for RAG and Lepide Data Security Platform? **Confidential Agents for RAG** is made by OPAQUE. **Lepide Data Security Platform** is made by Lepide. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit. ### Is Confidential Agents for RAG a good alternative to Lepide Data Security Platform? In part. Confidential Agents for RAG and Lepide Data Security Platform are not in the same category on CybersecTools. Use the table above to see where features, deployment and company size fit differ. ## Related comparisons - [Confidential Agents for RAG vs Secretarium Klave for AI](https://cybersectools.com/compare/confidential-agents-for-rag-vs-secretarium-confidential-computing) - [Confidential Agents for RAG vs Modelyo Sovereign Cloud](https://cybersectools.com/compare/confidential-agents-for-rag-vs-modelyo-cloud) - [Confidential Agents for RAG vs Modelyo Confidential AI](https://cybersectools.com/compare/confidential-agents-for-rag-vs-modelyo-confidential-ai) - [Lepide Data Security Platform vs Secretarium Klave for AI](https://cybersectools.com/compare/lepide-data-security-platform-vs-secretarium-confidential-computing) - [Lepide Data Security Platform vs Modelyo Sovereign Cloud](https://cybersectools.com/compare/lepide-data-security-platform-vs-modelyo-cloud) - [Lepide Data Security Platform vs Modelyo Confidential AI](https://cybersectools.com/compare/lepide-data-security-platform-vs-modelyo-confidential-ai) ## Alternatives to each - [See all Confidential Agents for RAG alternatives](https://cybersectools.com/alternatives/confidential-agents-for-rag) - [See all Lepide Data Security Platform alternatives](https://cybersectools.com/alternatives/lepide-data-security-platform) --- Source: https://cybersectools.com/compare/confidential-agents-for-rag-vs-lepide-data-security-platform For AI agents: each product above has its own Markdown page (add .md to its URL, for example https://cybersectools.com/tools/confidential-agents-for-rag.md). Every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md. More on Confidential Agents for RAG and Lepide Data Security Platform: 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