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Palo Alto Networks Prisma AIRS

Prisma AIRS is an AI runtime security platform from Palo Alto Networks designed to protect AI applications, agents, models, and data across the AI application lifecycle.

Starting atCustom (contact sales)
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OverviewFeaturesPricingUse CasesLimitationsFAQ

Overview

Prisma AIRS (AI Runtime Security) is Palo Alto Networks' enterprise-grade security platform purpose-built to defend organizations against the new and rapidly expanding category of AI-related threats. As enterprises rush to adopt large language models, generative AI tools, custom AI applications, and increasingly autonomous AI agents, the attack surface expands dramatically — exposing organizations to prompt injection, data leakage, model theft, training data poisoning, supply chain risks in third-party models, and unsafe agent behavior. Prisma AIRS aims to provide a unified, end-to-end control plane for managing these risks across the entire AI application lifecycle, from development through deployment and ongoing runtime operation.

The platform integrates several core capabilities into a single offering. AI Model Scanning inspects models — including those pulled from public hubs like Hugging Face — for malicious code, backdoors, deserialization exploits, and other supply-chain risks before they enter production. Posture Management gives security teams visibility into AI assets across the environment, surfacing misconfigurations, excessive permissions, and risky data exposures across model endpoints, vector databases, and AI services. AI Red Teaming continuously probes deployed AI applications and agents with adversarial techniques, simulating prompt injection, jailbreaks, and data exfiltration attempts to uncover weaknesses before attackers do. Runtime Security inspects prompts and responses in real time to block prompt injection, sensitive data leakage, malicious URLs, and policy violations as they occur. AI Agent Security extends protection to agentic workflows, governing tool use, identity, and autonomous decision-making to prevent agents from taking unsafe or unauthorized actions.

Prisma AIRS is delivered as part of the broader Prisma cloud security portfolio and integrates with Palo Alto's existing security stack, including Strata Cloud Manager, Cortex, and the Next-Generation Firewall family. It is designed primarily for large enterprises, regulated industries, and government organizations that need centralized governance, compliance reporting, and defense-in-depth controls over the AI systems they build and consume. By unifying model security, posture, red teaming, runtime inspection, and agent governance, Prisma AIRS positions itself as a comprehensive platform for organizations operationalizing AI at scale while meeting evolving regulatory and security requirements.

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Key Features

AI Model Scanning: Inspects models for malicious code, backdoors, unsafe deserialization, and supply-chain risks before deployment, including models pulled from public hubs.+
AI Posture Management: Discovers AI assets, endpoints, vector stores, and configurations across the environment, surfacing misconfigurations, excessive permissions, and shadow AI.+
AI Red Teaming: Automated and continuous adversarial testing of AI applications and agents using prompt injection, jailbreak, and data exfiltration techniques to uncover weaknesses.+
Runtime Security: Real-time inspection of prompts and responses to block prompt injection, sensitive data exposure, malicious URLs, and policy violations as they happen.+
AI Agent Security: Controls and visibility for agentic workflows, including tool use, identity, and autonomous actions, to prevent unsafe or unauthorized agent behavior.+
Integration with Palo Alto ecosystem: Works alongside Prisma Cloud, Strata, Cortex, and Next-Generation Firewalls for unified policy, telemetry, and incident response.+

Pricing Plans

Enterprise

Custom (contact sales)

  • ✓Full AI runtime security platform
  • ✓Model scanning, posture management, red teaming, runtime, and agent security modules
  • ✓Integration with Prisma Cloud, Cortex, and NGFW
  • ✓Enterprise support, governance, and compliance reporting
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Best Use Cases

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Securing customer-facing generative AI applications and copilots against prompt injection and data leakage in real time

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Governing autonomous AI agents that execute tools, access sensitive data, or take actions on behalf of users

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Vetting third-party and open-source models from hubs like Hugging Face before they are deployed into production environments

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Continuous AI red teaming to validate the resilience of LLM-based applications against adversarial prompts and jailbreaks

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Discovering and managing AI posture across cloud environments, including shadow AI, vector databases, and model endpoints

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Meeting regulatory and internal compliance requirements for AI risk management in finance, healthcare, and government

Limitations & What It Can't Do

We believe in transparent reviews. Here's what Palo Alto Networks Prisma AIRS doesn't handle well:

  • ⚠Prisma AIRS is targeted at large enterprises, with no public pricing or free tier and a deployment model that assumes meaningful security engineering capacity. Its full value depends on integration with the wider Palo Alto Networks portfolio, which can create vendor lock-in for organizations using other security stacks. As an emerging product category, some advanced agentic and multi-modal attack techniques may have uneven coverage, and effective protection requires ongoing policy tuning, threat model updates, and operator expertise. Customers should also expect functional overlap with existing CSPM, DLP, and application security tooling that needs to be reconciled.

Pros & Cons

✓ Pros

  • ✓Comprehensive coverage spanning models, applications, data, and AI agents in a single platform rather than point solutions
  • ✓Backed by Palo Alto Networks' established threat intelligence and integrates with existing Prisma, Cortex, and NGFW deployments
  • ✓Includes proactive controls (model scanning, posture management, red teaming) alongside runtime protection for defense in depth
  • ✓Real-time inspection of prompts and responses helps mitigate prompt injection, data leakage, and policy violations as they occur
  • ✓Dedicated AI agent security addresses emerging risks around tool use, identity, and autonomous decision-making in agentic systems
  • ✓Enterprise-grade governance, reporting, and compliance support suited to regulated industries and large security operations teams

✗ Cons

  • ✗Enterprise-only pricing model with no public pricing or self-serve tier makes evaluation difficult for smaller teams
  • ✗Greatest value is realized when paired with the wider Palo Alto Networks ecosystem, which can create vendor lock-in
  • ✗Configuration, tuning, and integration across complex AI estates typically requires significant security engineering effort
  • ✗Overlapping capabilities with existing CSPM, DLP, and WAF tools may require careful policy design to avoid duplication
  • ✗Rapidly evolving AI threat landscape means coverage of newer attack techniques and frameworks may lag in some areas

Frequently Asked Questions

What does Prisma AIRS protect against?+

Prisma AIRS is designed to defend against AI-specific threats including prompt injection, jailbreaks, sensitive data leakage through LLM responses, malicious or backdoored models, model and training data poisoning, insecure AI agent tool use, and misconfigurations across AI infrastructure.

How is Prisma AIRS different from a traditional WAF or DLP?+

Traditional WAFs and DLP tools were not built to understand LLM prompts, embeddings, or agent behavior. Prisma AIRS adds AI-aware inspection of prompts and responses, model scanning, AI posture management, and agent governance — controls that general-purpose security tools typically lack.

Does Prisma AIRS support third-party and open-source models?+

Yes. Prisma AIRS includes model scanning for models from sources such as Hugging Face and supports protection of AI applications built on a range of commercial and open-source LLMs, including those deployed in cloud and self-hosted environments.

Who is Prisma AIRS designed for?+

It targets enterprises and regulated organizations building or deploying AI applications and agents at scale — particularly those that already use Palo Alto Networks security products and need centralized governance, compliance, and runtime protection across AI workloads.

How is Prisma AIRS priced?+

Prisma AIRS is sold as an enterprise offering through Palo Alto Networks sales and partners. Pricing is not published publicly and is typically structured around organization size, deployment scope, and the specific modules required.
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What's New in 2026

Palo Alto Networks has continued to expand Prisma AIRS into a unified AI runtime security platform, with significant emphasis on AI agent security to address the rise of autonomous and tool-using agents. Recent updates highlight tighter integration with the broader Prisma and Cortex portfolio, expanded model scanning coverage for popular open-source model hubs, and ongoing enhancements to AI red teaming and posture management capabilities aimed at enterprises operationalizing generative AI at scale.

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Quick Info

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Website

www.paloaltonetworks.com/prisma/prisma-ai-runtime-security
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