# Confidential AI Inference vs Thales CipherTrust Data Security Platform: 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). [Thales CipherTrust Data Security Platform](https://cybersectools.com/tools/thales-ciphertrust-data-security-platform) is a commercial [data security posture management](https://cybersectools.com/categories/dspm) solution by [Thales Group](https://cybersectools.com/companies/thales-group). Features, integrations, deployment and the company behind each one, side by side. ## Side-by-side comparison | | Confidential AI Inference | Thales CipherTrust Data Security Platform | |---|---|---| | Pricing model | Commercial | Commercial | | Category | Confidential Computing | Data Security Posture Management | | Verified | No | No | | Deployment type | Cloud | Hybrid | | Company size fit | Startup, SMB, Mid-Market, Enterprise | SMB, Mid-Market, Enterprise | | Company | Confidential AI | Thales Group | | Headquarters | – | – | ### Use cases and capabilities | | Confidential AI Inference | Thales CipherTrust Data Security Platform | |---|---|---| | Generative AI | Yes | – | | Verification | Yes | – | | REST API | Yes | – | | Hardware Security | Yes | – | | Sensitive Data | Yes | – | | GenAI Security | Yes | – | | LLM Security | Yes | – | | SDK | Yes | – | | Isolation | Yes | – | | Database Security | – | Yes | | Tokenization | – | Yes | ### Core features **Confidential AI Inference** 5 features listed. Sign in on the page to see them. **Thales CipherTrust Data Security Platform** 10 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. **Thales CipherTrust Data Security Platform** 3 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 AI Inference](https://cybersectools.com/tools/confidential-inference-api) fits if you want a cloud product and you are a startup. - [Thales CipherTrust Data Security Platform](https://cybersectools.com/tools/thales-ciphertrust-data-security-platform) fits if you need both cloud and on-premises options. ## Confidential AI Inference vs Thales CipherTrust Data Security Platform FAQ Common questions when comparing Confidential AI Inference vs Thales CipherTrust Data Security Platform for confidential computing. ### What is the difference between Confidential AI Inference and Thales CipherTrust Data Security Platform? **Confidential AI Inference**: OpenAI-compatible LLM inference API with hardware attestation for confidential computing. Built by Confidential AI. **Thales CipherTrust Data Security Platform**: Unified data security platform for discovery, classification, encryption & key mgmt. Built by Thales Group. The table above shows where their features, integrations, deployment and company size fit differ. ### Who makes Confidential AI Inference and Thales CipherTrust Data Security Platform? **Confidential AI Inference** is made by Confidential AI. **Thales CipherTrust Data Security Platform** is made by Thales Group. 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 Thales CipherTrust Data Security Platform? In part. Confidential AI Inference and Thales CipherTrust 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 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 enclaive Buckypaper CVMs](https://cybersectools.com/compare/confidential-inference-api-vs-enclaive-buckypaper-cvms) - [Thales CipherTrust Data Security Platform vs Modelyo Confidential AI](https://cybersectools.com/compare/modelyo-confidential-ai-vs-thales-ciphertrust-data-security-platform) - [Thales CipherTrust Data Security Platform vs Modelyo Sovereign Cloud](https://cybersectools.com/compare/modelyo-cloud-vs-thales-ciphertrust-data-security-platform) - [Thales CipherTrust Data Security Platform vs enclaive Buckypaper CVMs](https://cybersectools.com/compare/enclaive-buckypaper-cvms-vs-thales-ciphertrust-data-security-platform) ## Alternatives to each - [See all Confidential AI Inference alternatives](https://cybersectools.com/alternatives/confidential-inference-api) - [See all Thales CipherTrust Data Security Platform alternatives](https://cybersectools.com/alternatives/thales-ciphertrust-data-security-platform) --- Source: https://cybersectools.com/compare/confidential-inference-api-vs-thales-ciphertrust-data-security-platform 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 Thales CipherTrust 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