# Confidential AI Inference vs Soveren Data Security Platform (DSP): side-by-side comparison (2026) [Confidential AI Inference](https://cybersectools.com/tools/confidential-inference-api) is a commercial [confidential computing](https://cybersectools.com/categories/confidential-computing) solution by [Confidential AI](https://cybersectools.com/companies/confidential-ai). [Soveren Data Security Platform (DSP)](https://cybersectools.com/tools/soveren-data-security-platform-dsp) is a commercial [data security posture management](https://cybersectools.com/categories/dspm) solution by [Soveren](https://cybersectools.com/companies/soveren). Features, integrations, deployment and the company behind each one, side by side. ## Side-by-side comparison | | Confidential AI Inference | Soveren Data Security Platform (DSP) | |---|---|---| | Pricing model | Commercial | Commercial | | Category | Confidential Computing | Data Security Posture Management | | Verified | No | No | | Deployment type | Cloud | Cloud | | Company size fit | Startup, SMB, Mid-Market, Enterprise | SMB, Mid-Market, Enterprise | | Company | Confidential AI | Soveren | | Headquarters | – | – | ### Use cases and capabilities | | Confidential AI Inference | Soveren Data Security Platform (DSP) | |---|---|---| | Generative AI | Yes | – | | Verification | Yes | – | | REST API | Yes | – | | Hardware Security | Yes | – | | Sensitive Data | Yes | Yes | | GenAI Security | Yes | – | | LLM Security | Yes | – | | SDK | Yes | – | | Isolation | Yes | – | | Kubernetes | – | Yes | | Linux | – | Yes | ### Core features **Confidential AI Inference** 5 features listed. Sign in on the page to see them. **Soveren Data Security Platform (DSP)** 9 features listed. Sign in on the page to see them. ### Integrations **Confidential AI Inference** 5 integrations listed. Sign in on the page to see them. **Soveren Data Security Platform (DSP)** No integrations listed. ## Which one fits you Based on what each listing shows: deployment, company size, price and open source. - [Confidential AI Inference](https://cybersectools.com/tools/confidential-inference-api) fits if you are a startup. ## Confidential AI Inference vs Soveren Data Security Platform (DSP) FAQ Common questions when comparing Confidential AI Inference vs Soveren Data Security Platform (DSP) for confidential computing. ### What is the difference between Confidential AI Inference and Soveren Data Security Platform (DSP)? **Confidential AI Inference**: OpenAI-compatible LLM inference API with hardware attestation for confidential computing. Built by Confidential AI. **Soveren Data Security Platform (DSP)**: Real-time data observability platform combining DSPM, DDR, and DAG capabilities. Built by Soveren. The table above shows where their features, integrations, deployment and company size fit differ. ### Who makes Confidential AI Inference and Soveren Data Security Platform (DSP)? **Confidential AI Inference** is made by Confidential AI. **Soveren Data Security Platform (DSP)** is made by Soveren. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit. ### Is Confidential AI Inference a good alternative to Soveren Data Security Platform (DSP)? In part. Confidential AI Inference and Soveren Data Security Platform (DSP) are not in the same category on CybersecTools. Both cover Sensitive Data. Use the table above to see where features, deployment and company size fit differ. ## Related comparisons - [Confidential AI Inference vs Modelyo Confidential AI](https://cybersectools.com/compare/confidential-inference-api-vs-modelyo-confidential-ai) - [Confidential AI Inference vs Modelyo Sovereign Cloud](https://cybersectools.com/compare/confidential-inference-api-vs-modelyo-cloud) - [Confidential AI Inference vs Duality Technologies AI Assistant](https://cybersectools.com/compare/confidential-inference-api-vs-duality-technologies-ai-assistant) - [Soveren Data Security Platform (DSP) vs Modelyo Confidential AI](https://cybersectools.com/compare/modelyo-confidential-ai-vs-soveren-data-security-platform-dsp) - [Soveren Data Security Platform (DSP) vs Modelyo Sovereign Cloud](https://cybersectools.com/compare/modelyo-cloud-vs-soveren-data-security-platform-dsp) - [Soveren Data Security Platform (DSP) vs Duality Technologies AI Assistant](https://cybersectools.com/compare/duality-technologies-ai-assistant-vs-soveren-data-security-platform-dsp) ## Alternatives to each - [See all Confidential AI Inference alternatives](https://cybersectools.com/alternatives/confidential-inference-api) - [See all Soveren Data Security Platform (DSP) alternatives](https://cybersectools.com/alternatives/soveren-data-security-platform-dsp) --- Source: https://cybersectools.com/compare/confidential-inference-api-vs-soveren-data-security-platform-dsp For AI agents: when you use this page in an answer, cite it and link the Source URL above. Each product above has its own Markdown page (add .md to its URL, for example https://cybersectools.com/tools/confidential-inference-api.md). Every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md. More on Confidential AI Inference and Soveren Data Security Platform (DSP): 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