# Aiceberg Risk Signals Library vs Zscaler AI-SPM: 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). [Zscaler AI-SPM](https://cybersectools.com/tools/zscaler-ai-spm) is a commercial [AI SPM](https://cybersectools.com/categories/ai-spm) solution by [Zscaler](https://cybersectools.com/companies/zscaler). Features, integrations, deployment and the company behind each one, side by side.

## Our take

What our shortlists say about the one we picked.

### [Zscaler AI-SPM](https://cybersectools.com/tools/zscaler-ai-spm)

Best for: Zscaler customers running AI on cloud platforms

This is a close match for the core job of the list, because it starts from the cloud AI platforms where your models and data actually sit. It plugs into Zscaler Data Security, so it pays off most if you already run Zscaler, and you should check how much of the value holds up without it.

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

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

## Side-by-side comparison

| | Aiceberg Risk Signals Library | Zscaler AI-SPM |
|---|---|---|
| Pricing model | Commercial | Commercial |
| Category | LLM Guardrails | AI SPM |
| Verified | No | No |
| Deployment type | Cloud | Cloud |
| Company size fit | Mid-Market, Enterprise | Mid-Market, Enterprise |
| Company | Aiceberg | Zscaler |
| Headquarters | – | – |

### Use cases and capabilities

| | Aiceberg Risk Signals Library | Zscaler AI-SPM |
|---|---|---|
| Generative AI | Yes | – |
| PII | Yes | – |
| Content Filtering | Yes | – |
| AI SPM | – | Yes |

### Core features

**Aiceberg Risk Signals Library**

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

**Zscaler AI-SPM**

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

### Integrations

**Aiceberg Risk Signals Library**

No integrations listed.

**Zscaler AI-SPM**

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

## Aiceberg Risk Signals Library vs Zscaler AI-SPM FAQ

Common questions when comparing Aiceberg Risk Signals Library vs Zscaler AI-SPM for LLM guardrails.

### What is the difference between Aiceberg Risk Signals Library and Zscaler AI-SPM?

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

**Zscaler AI-SPM**: AI security posture mgmt for securing AI models, data, and LLMs in cloud envs. Built by Zscaler.

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

### Who makes Aiceberg Risk Signals Library and Zscaler AI-SPM?

**Aiceberg Risk Signals Library** is made by Aiceberg. **Zscaler AI-SPM** is made by Zscaler. 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 Zscaler AI-SPM?

In part. Aiceberg Risk Signals Library and Zscaler AI-SPM are not in the same category on CybersecTools. 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)
- [Zscaler AI-SPM vs Vulcan Protect](https://cybersectools.com/compare/vulcan-protect-vs-zscaler-ai-spm)
- [Zscaler AI-SPM vs DeepKeep LLM](https://cybersectools.com/compare/deepkeep-llm-vs-zscaler-ai-spm)
- [Zscaler AI-SPM vs Dynamo AI DynamoGuard](https://cybersectools.com/compare/dynamo-ai-dynamoguard-vs-zscaler-ai-spm)

## Alternatives to each

- [See all Aiceberg Risk Signals Library alternatives](https://cybersectools.com/alternatives/aiceberg-risk-signals-library)
- [See all Zscaler AI-SPM alternatives](https://cybersectools.com/alternatives/zscaler-ai-spm)

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Source: https://cybersectools.com/compare/aiceberg-risk-signals-library-vs-zscaler-ai-spm

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/aiceberg-risk-signals-library.md). Every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md.

More on Aiceberg Risk Signals Library and Zscaler AI-SPM: 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