# Belfort vs Lightbeam Data Identity Graph: side-by-side comparison (2026)

[Belfort](https://cybersectools.com/tools/belfort) is a commercial [confidential computing](https://cybersectools.com/categories/confidential-computing) solution by [Belfort](https://cybersectools.com/companies/belfort). [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

| | Belfort | Lightbeam Data Identity Graph |
|---|---|---|
| Pricing model | Commercial | Commercial |
| Category | Confidential Computing | Data Security Posture Management |
| Verified | No | No |
| Deployment type | On-Premises | Hybrid |
| Company size fit | Mid-Market, Enterprise | SMB, Mid-Market, Enterprise |
| Company | Belfort | Lightbeam |
| Headquarters | – | – |

### Use cases and capabilities

| | Belfort | Lightbeam Data Identity Graph |
|---|---|---|
| Encryption | Yes | – |
| Hardware | Yes | – |
| Hardware Security | Yes | – |
| Crypto | Yes | – |
| Healthcare | Yes | – |
| Critical Infrastructure | Yes | – |
| Key Management | Yes | – |
| Quantum Safe | Yes | – |
| Security Research | Yes | – |
| Specialized Security | Yes | – |
| Natural Language Processing | – | Yes |

### Core features

**Belfort**

6 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

**Belfort**

No integrations listed.

**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.

- [Belfort](https://cybersectools.com/tools/belfort) fits if you need to run it on your own servers.
- [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.

## Belfort vs Lightbeam Data Identity Graph FAQ

Common questions when comparing Belfort vs Lightbeam Data Identity Graph for confidential computing.

### What is the difference between Belfort and Lightbeam Data Identity Graph?

**Belfort**: Hardware-accelerated FHE platform for processing data without decrypting it. Built by Belfort.

**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 Belfort and Lightbeam Data Identity Graph?

**Belfort** is made by Belfort. **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 Belfort a good alternative to Lightbeam Data Identity Graph?

In part. Belfort 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

- [Belfort vs Niobium The Fog](https://cybersectools.com/compare/belfort-vs-niobium-the-fog)
- [Belfort vs Fortaegis Silicon Platform](https://cybersectools.com/compare/belfort-vs-fortaegis-silicon-platform)
- [Belfort vs Modelyo Sovereign Cloud](https://cybersectools.com/compare/belfort-vs-modelyo-cloud)
- [Lightbeam Data Identity Graph vs Niobium The Fog](https://cybersectools.com/compare/lightbeam-data-identity-graph-vs-niobium-the-fog)
- [Lightbeam Data Identity Graph vs Fortaegis Silicon Platform](https://cybersectools.com/compare/fortaegis-silicon-platform-vs-lightbeam-data-identity-graph)
- [Lightbeam Data Identity Graph vs Modelyo Sovereign Cloud](https://cybersectools.com/compare/lightbeam-data-identity-graph-vs-modelyo-cloud)

## Alternatives to each

- [See all Belfort alternatives](https://cybersectools.com/alternatives/belfort)
- [See all Lightbeam Data Identity Graph alternatives](https://cybersectools.com/alternatives/lightbeam-data-identity-graph)

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Source: https://cybersectools.com/compare/belfort-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/belfort.md). Every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md.

More on Belfort 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