Aiceberg Risk Signals Library is a commercial LLM guardrails solution by Aiceberg. Check Point AI Agent Security is a commercial LLM guardrails solution by Lakera. Features, integrations, deployment and the company behind each one, side by side.
What our shortlists say about the one we picked.
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, Fall 2026
Reviewed by Nika (Nikoloz) Kokhreidze.
Library of AI threat detection signals for securing generative AI models
Runtime security platform for GenAI apps with threat detection & guardrails
See more solutions in this category, or build a security stack from your picks.
Common questions when comparing Aiceberg Risk Signals Library vs Check Point AI Agent Security for LLM guardrails.
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.
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.
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.
No LLM Guardrails shortlist yet. This is the closest one.
Updated 2026-11-02
See the shortlist