# Confidential AI Inference vs ShareGate Protect: 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). [ShareGate Protect](https://cybersectools.com/tools/sharegate-protect) is a commercial [data access governance](https://cybersectools.com/categories/data-access-governance) solution by [ShareGate](https://cybersectools.com/companies/sharegate). Features, integrations, deployment and the company behind each one, side by side.

## Side-by-side comparison

| | Confidential AI Inference | ShareGate Protect |
|---|---|---|
| Pricing model | Commercial | Commercial |
| Category | Confidential Computing | Data Access Governance |
| Verified | No | No |
| Deployment type | Cloud | Cloud |
| Company size fit | Startup, SMB, Mid-Market, Enterprise | SMB, Mid-Market, Enterprise |
| Company | Confidential AI | ShareGate |
| Headquarters | – | – |

### Use cases and capabilities

| | Confidential AI Inference | ShareGate Protect |
|---|---|---|
| Generative AI | Yes | – |
| Verification | Yes | – |
| REST API | Yes | – |
| Hardware Security | Yes | – |
| Sensitive Data | Yes | – |
| GenAI Security | Yes | – |
| LLM Security | Yes | – |
| SDK | Yes | – |
| Isolation | Yes | – |
| Microsoft 365 | – | Yes |
| Permissions | – | Yes |

### Core features

**Confidential AI Inference**

5 features listed. Sign in on the page to see them.

**ShareGate Protect**

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.

**ShareGate Protect**

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 AI Inference](https://cybersectools.com/tools/confidential-inference-api) fits if you are a startup.

## Confidential AI Inference vs ShareGate Protect FAQ

Common questions when comparing Confidential AI Inference vs ShareGate Protect for confidential computing.

### What is the difference between Confidential AI Inference and ShareGate Protect?

**Confidential AI Inference**: OpenAI-compatible LLM inference API with hardware attestation for confidential computing. Built by Confidential AI.

**ShareGate Protect**: M365 access control & data governance tool for managing permissions & oversharing. Built by ShareGate.

The table above shows where their features, integrations, deployment and company size fit differ.

### Who makes Confidential AI Inference and ShareGate Protect?

**Confidential AI Inference** is made by Confidential AI. **ShareGate Protect** is made by ShareGate. 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 ShareGate Protect?

In part. Confidential AI Inference and ShareGate Protect 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 Duality Technologies AI Assistant](https://cybersectools.com/compare/confidential-inference-api-vs-duality-technologies-ai-assistant)
- [ShareGate Protect vs Modelyo Confidential AI](https://cybersectools.com/compare/modelyo-confidential-ai-vs-sharegate-protect)
- [ShareGate Protect vs Modelyo Sovereign Cloud](https://cybersectools.com/compare/modelyo-cloud-vs-sharegate-protect)
- [ShareGate Protect vs Duality Technologies AI Assistant](https://cybersectools.com/compare/duality-technologies-ai-assistant-vs-sharegate-protect)

## Alternatives to each

- [See all Confidential AI Inference alternatives](https://cybersectools.com/alternatives/confidential-inference-api)
- [See all ShareGate Protect alternatives](https://cybersectools.com/alternatives/sharegate-protect)

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Source: https://cybersectools.com/compare/confidential-inference-api-vs-sharegate-protect

For AI agents: 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 ShareGate Protect: 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