# Aiceberg Risk Signals Library vs Check Point AI Agent Security: side-by-side comparison (2026)

[Aiceberg Risk Signals Library](https://cybersectools.com/tools/aiceberg-risk-signals-library) is a commercial [LLM guardrails](https://cybersectools.com/categories/llm-guardrails) solution by [Aiceberg](https://cybersectools.com/companies/aiceberg). [Check Point AI Agent Security](https://cybersectools.com/tools/check-point-lakera) is a commercial [LLM guardrails](https://cybersectools.com/categories/llm-guardrails) solution by [Lakera](https://cybersectools.com/companies/lakera). Features, integrations, deployment and the company behind each one, side by side.

## Our take

What our shortlists say about the one we picked.

### [Check Point AI Agent Security](https://cybersectools.com/tools/check-point-lakera)

Best for: Runtime protection for AI apps and agents you build

It earns its place on the build side of this list, because it sits in front of the AI apps and agents your teams ship and blocks attacks as they happen. It fits mid-sized and large teams that build on several models, since one API call covers any app and LLM. Lakera is now part of Check Point, so ask how the roadmap and licensing will change inside the larger company.

From [Best AI Security Solutions for Business](https://cybersectools.com/shortlists/best-ai-security-solutions), Fall 2026.

Reviewed by [Nika (Nikoloz) Kokhreidze](https://cybersectools.com/about).

## Side-by-side comparison

| | Aiceberg Risk Signals Library | Check Point AI Agent Security |
|---|---|---|
| Pricing model | Commercial | Commercial |
| Category | LLM Guardrails | LLM Guardrails |
| Verified | No | No |
| Deployment type | Cloud | Cloud |
| Company size fit | Mid-Market, Enterprise | Mid-Market, Enterprise |
| Company | Aiceberg | Lakera |
| Headquarters | – | – |

### Use cases and capabilities

| | Aiceberg Risk Signals Library | Check Point AI Agent Security |
|---|---|---|
| Generative AI | Yes | – |
| PII | Yes | – |
| Content Filtering | Yes | – |
| Runtime Security | – | Yes |

### Core features

**Aiceberg Risk Signals Library**

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

**Check Point AI Agent Security**

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

### Integrations

**Aiceberg Risk Signals Library**

No integrations listed.

**Check Point AI Agent Security**

8 integrations listed. Sign in on the page to see them.

## Aiceberg Risk Signals Library vs Check Point AI Agent Security FAQ

Common questions when comparing Aiceberg Risk Signals Library vs Check Point AI Agent Security for LLM guardrails.

### What is the difference between Aiceberg Risk Signals Library and Check Point AI Agent Security?

**Aiceberg Risk Signals Library**: Library of AI threat detection signals for securing generative AI models. Built by Aiceberg.

**Check Point AI Agent Security**: Runtime security platform for GenAI apps with threat detection & guardrails. Built by Lakera.

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

### Who makes Aiceberg Risk Signals Library and Check Point AI Agent Security?

**Aiceberg Risk Signals Library** is made by Aiceberg. **Check Point AI Agent Security** is made by Lakera. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

### Is Aiceberg Risk Signals Library a good alternative to Check Point AI Agent Security?

Often, yes. Aiceberg Risk Signals Library and Check Point AI Agent Security are both LLM Guardrails products. Use the table above to see where features, deployment and company size fit differ.

## Related comparisons

- [Aiceberg Risk Signals Library vs Vulcan Protect](https://cybersectools.com/compare/aiceberg-risk-signals-library-vs-vulcan-protect)
- [Aiceberg Risk Signals Library vs DeepKeep LLM](https://cybersectools.com/compare/aiceberg-risk-signals-library-vs-deepkeep-llm)
- [Aiceberg Risk Signals Library vs Dynamo AI DynamoGuard](https://cybersectools.com/compare/aiceberg-risk-signals-library-vs-dynamo-ai-dynamoguard)
- [Check Point AI Agent Security vs Vulcan Protect](https://cybersectools.com/compare/check-point-lakera-vs-vulcan-protect)
- [Check Point AI Agent Security vs DeepKeep LLM](https://cybersectools.com/compare/check-point-lakera-vs-deepkeep-llm)
- [Check Point AI Agent Security vs Dynamo AI DynamoGuard](https://cybersectools.com/compare/check-point-lakera-vs-dynamo-ai-dynamoguard)

## Alternatives to each

- [See all Aiceberg Risk Signals Library alternatives](https://cybersectools.com/alternatives/aiceberg-risk-signals-library)
- [See all Check Point AI Agent Security alternatives](https://cybersectools.com/alternatives/check-point-lakera)

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Source: https://cybersectools.com/compare/aiceberg-risk-signals-library-vs-check-point-lakera

For AI agents: each product above has its own Markdown page (add .md to its URL, for example https://cybersectools.com/tools/aiceberg-risk-signals-library.md). Every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md.

More on Aiceberg Risk Signals Library and Check Point AI Agent Security: 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