Tenable Cloud Security is a commercial cloud-native application protection platform solution by Tenable. Zscaler AI-SPM is a commercial AI SPM solution by Zscaler. Features, integrations, deployment and the company behind each one, side by side.
What our shortlists say about each one.
Best for: Teams already using other Tenable products
Tenable belongs here because it ranks toxic combinations of misconfigurations, vulnerabilities, identities and data, so you see which mix of issues opens a real path to your assets. Just-in-time access makes it a good fit if cloud permissions worry you most, and it is built for mid-market and enterprise estates. If you already run Tenable for vulnerability management, ask how the cloud findings join that view.
From Best Cloud Security Solutions for Business, Fall 2026
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, Fall 2026
Reviewed by Nika (Nikoloz) Kokhreidze.
CNAPP for multi-cloud and hybrid cloud security with risk prioritization
AI security posture mgmt for securing AI models, data, and LLMs in cloud envs
See more solutions in this category, or build a security stack from your picks.
Common questions when comparing Tenable Cloud Security vs Zscaler AI-SPM for cloud-native application protection platform.
Tenable Cloud Security: CNAPP for multi-cloud and hybrid cloud security with risk prioritization. Built by Tenable.
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.
Tenable Cloud Security is made by Tenable. 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.
In part. Tenable Cloud Security 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.
No Cloud-Native Application Protection Platform shortlist yet. This is the closest one.
Updated 2026-11-02
See the shortlist