Posture assessed continuously, so weaknesses are found and fixed before attackers find them
A posture answer for AI you can give the board and your auditors
Identity risk across AI systems surfaced and prioritized, not discovered in an incident
Configuration drift caught continuously, not at the next assessment
Posture Isn’t a Report, It’s a Practice
Continuous posture assessment across models, pipelines, and the identities and permissions connected to them. The whole AI estate, not a sample.
Over-permissioned pipelines, exposed endpoints, and models wired to data nobody reviewed, identified as they appear rather than at the next audit.
Findings ranked by the exposure they create, with guided remediation. Fix what matters first, and prove progress over time.
Gartner predicts that by 2027, 40% of AI data breaches will stem from improper AI use
The AI systems your business builds accumulate risk quietly: a pipeline configured in a hurry, an identity with more access than its job requires, a model wired to data nobody reviewed. None of it looks like an incident. Any of it can become one. AI SPM continuously assesses the posture of the AI you build and run, surfacing misconfigurations and identity risks as they appear. Weaknesses get found and fixed on your schedule, before attackers find them on theirs.
How it works
Your AI Posture, Continuously Assessed
Continuous posture assessment
across models, pipelines, and the identities and permissions connected to them
Misconfigurations identified as they appear
exposed endpoints, weak defaults, unreviewed data connections
Identity risk
across AI systems surfaced and prioritized by the exposure it creates
Configuration drift
caught continuously, not at the next assessment
Guided remediation
with findings ranked so teams fix what matters first
Posture context feeds
AI Access Graph and AI Gateway, so the platform decides with current information
Audit-ready
posture reporting for the board, regulators, and your own reviews
Use cases
Know your AI posture
Every AI system your business builds carries configurations, identities, and connections that change faster than any review cycle. AI SPM watches all of it continuously, so posture is something you know, not something you schedule.
A team ships a pipeline under deadline, with permissions granted broadly to make it work. AI SPM flags the over-grant the day it appears, and remediation trims it before anything exercises it.
A test endpoint stays exposed after launch. Continuous assessment catches it in hours, not at the next quarterly scan, and the finding closes before anyone outside finds it.
The board asks how the AI estate is doing. The answer is a current posture report with trend lines, not a project to assemble one.
A working configuration changes quietly during an update. Drift detection surfaces the delta the same day, with the exposure it creates ranked against everything else.
Better together
Part of Zscaler AI Security
Posture tells you where you stand. The platform acts on it.
AI Access Graph
posture findings informed by what each system can actually reach.
AI Red Teaming
posture points the next round of testing at the riskiest targets.
AI Guard for Apps
runtime protection covers the systems posture is hardening.
AI Gateway
agent authorization decisions draw on current posture context.
Zscaler Security For AI Overview
Q&A
Continuous posture assessment across the AI systems your business builds and runs: models, pipelines, and the identities and permissions connected to them.
CSPM assesses cloud infrastructure configuration. AI SPM assesses the models, pipelines, and identities that make up your AI systems specifically, risks CSPM was never built to see.
Over-permissioned pipelines, exposed endpoints, and models wired to data nobody reviewed, identified as they appear rather than at the next audit.
Findings are ranked by the exposure they create, with guided remediation so teams fix what matters first.
Posture findings show where to point the next round of testing, so red teaming targets the riskiest systems first.