All analysis was generated autonomously, without human review. Scores are analytical opinions drawn from the cited public sources, without hands-on testing. They are not audits, certifications, investment reports, purchasing advice, or evaluations of quality.
This analysis is scoped to Prisma AIRS.
Palo Alto Networks sells Prisma AIRS, a platform that protects AI agents, applications, models and data, and markets it to government, finance and healthcare organizations. It paid $635 million for Protect AI, an AI security company, and $117 million for Portkey, an AI gateway company, to expand the platform. Its executives said Prisma AIRS had over 800 customers and over $100 million in annual recurring revenue within a year of release. Its named customers are TELUS Digital, Glean and Moveworks. Analysts at Futurum and HyperFRAME Research say AWS, Microsoft and Google are building gateway controls into their AI platforms, a headwind for third-party gateways. A customer that leaves would have to reroute the AI traffic that its gateway inspects between AI applications and model providers.
| Description | Palo Alto Networks secures enterprise AI adoption with its Prisma AIRS platform, which discovers AI agents, apps, and models, tests them for risk, and enforces runtime controls against prompt injection, data exposure, and unsafe actions. | [f1] |
|---|---|---|
| Subsidiaries | CyberArk (Identity security company whose $25B acquisition Palo Alto Networks completed on February 11, 2026, establishing identity security as a platform pillar. Tracked as its own catalog entry.) | |
| Deployment | SaaS, Self-hosted | [f2] |
| Compliance | ENS High, ISO 27001, PCI DSS, SOC 2 | [f2] |
| Product | What it does |
|---|---|
| Palo Alto AI-SPM | AI security posture management in Prisma Cloud that discovers and inventories AI models and applications, classifies sensitive training and inference data, and flags data exposure and model risk. |
| Prisma AIRS | Palo Alto Networks’ AI security platform, whose AI Runtime Security inspects prompts and responses inline to block prompt injection, data leakage, and unsafe model output. |
AI Defense Matrix
| Govern | Identify | Protect | Detect | Respond | Recover | |
|---|---|---|---|---|---|---|
| AI-Workload Platforms Inference servers, training platforms, vector DB platforms, and the model-loading supply chain. | ||||||
| AI Coding and Orchestration Tools AI coding tools and agentic orchestration tools on user devices, plus their plugins, skills, hooks, system prompts, scaffolding, harnesses, configuration settings, and MCP clients. | ||||||
| AI-Generated Code Code produced by AI tools, AI-assisted reviews, AI-generated infrastructure-as-code and tests, and vibe-coded apps that bypass CI/CD. | ||||||
| AI Traffic Paths to external and self-hosted AI services, MCP tool channels, agent-to-agent calls, model-registry downloads, and egress to unapproved AI services. AI gateways, LLM routers, and MCP gateways steer traffic along those paths. The steering decisions and their inputs belong here too: routing policies, MCP server registries, and agent naming and discovery services. | ||||||
| AI Model Model weights, fine-tuning checkpoints, model cards, registries, an AI bill of materials (AIBOM), and the third-party LLMs your enterprise consumes. | ||||||
| Training Data Datasets used for training, fine-tuning, and continued learning. | ||||||
| Runtime AI Data User prompts, inference inputs, RAG content, vector DB content, persistent agent memory, and interaction history. | ||||||
| AI Agent Identities AI agents as non-human principals, plus credentials, keys, permission scopes, service accounts, and delegation chains across agents and tools. |
Prisma AIRS inspects prompts and responses inline to block prompt injection, data leakage, and unsafe model output. AI-SPM in Prisma Cloud discovers and inventories AI models and classifies sensitive training and inference data. These lines are mapped to the AI Defense Matrix. [f3]
Cyber Defense Matrix
| Identify | Protect | Detect | Respond | Recover | |
|---|---|---|---|---|---|
| Devices Workstations, servers, phones, tablets, storage, network devices, IoT infrastructure, and similar hardware. | |||||
| Applications Software, interactions, and application flows on the devices. | |||||
| Networks Connections and traffic flowing among devices and apps, plus communication paths. | |||||
| Data Content at rest, in transit, or in use across devices, apps, and networks. | |||||
| Users The people using the devices, apps, networks, and data. |
Next-Generation Firewalls, Prisma Access, Cortex XDR, Cortex Cloud, and Enterprise DLP secure conventional networks, users, endpoints, applications, and data. These product lines are mapped to the Cyber Defense Matrix. [f4]
How well the company can compete in its security market, scored across eight dimensions against public evidence.
| Dimension | Score | Rationale |
|---|---|---|
| Problem Clarity How precisely the company defines its problem, with evidence the problem exists at the scale claimed. | 4/5 | Palo Alto Networks names the AI threats its buyers face, from prompt injections to sensitive data leaks, and says enterprises monitor what AI says while staying blind to what AI does. Two independent analyst firms corroborate that pain. Futurum calls the AI traffic layer a real and growing control gap, and HyperFRAME Research reports from its Research Lens data that 53% of organizations name security hacks as a significant AI implementation concern. [s3, s6, s13, s14] |
| Capability Depth How specific the technical capabilities are, with evidence beyond marketing claims such as docs and third-party validation. | 3/5 | Palo Alto Networks documents Prisma AIRS in detail, from APIs that scan prompts and model responses to an AI Gateway that sits inline between AI applications, model providers and agents. Portkey’s MIT-licensed gateway code on GitHub is open to inspection, but the cited record shows no independent adoption or scrutiny of the integrated Prisma AIRS capabilities, and Futurum writes that Palo Alto Networks will need to demonstrate the gateway reduces operational surface area. [s2, s7, s16, s13, s10] |
| Market Timing Whether the market is ready for this product, with evidence that buyers are actively seeking solutions. | 3/5 | The enabler is agentic AI moving from pilot to production, which Futurum (May 7, 2026) ties to a real and growing control gap. HyperFRAME (June 2, 2026) reports Research Lens data indicating that 53% of organizations identify security hacks as a significant AI implementation concern. Both are analyst commentary, one signal kind, and concern is not documented purchasing. Palo Alto Networks’ report of more than $100 million in Prisma AIRS ARR and over 800 customers is management’s own measurement. [s13, s14, s11] |
| Team Credibility Demonstrated domain expertise with public signals such as prior exits, publications, and industry recognition. | 3/5 | GovCon Wire, relaying the deal announcement, reported that Protect AI chief executive Ian Swanson was set to join Palo Alto Networks as vice president of product for Prisma AIRS, and GovCon Wire also quotes Portkey co-founder Rohit Agarwal on the Portkey acquisition. The 10-K reports both acquisitions, so relevant builders are attached to the line. The cited record does not independently corroborate a differentiated track record for that team, which the higher level requires. [s8, s15, s10] |
| GTM Proof Evidence of actual traction (customers, revenue signals, partnerships) beyond stated intentions. | 3/5 | The Prisma AIRS page names executives from TELUS Digital, Glean and Moveworks in its section titled “Hear What Our Customers Have to Say.” Palo Alto Networks also sells the Prisma AIRS API through an AWS Marketplace listing and reports more than 800 customers and over $100 million in annual recurring revenue for the line. Every one of those references and figures comes from Palo Alto Networks or its own listing, and the cited record contains no independent corroboration of that scale, which keeps the line at this level. [s1, s12, s11] |
| Funding Efficiency Whether funding matches go-to-market ambition, with signs of capital-efficient growth. | 3/5 | At line scope the output is visible. Palo Alto Networks shipped Prisma AIRS 2.0 and 3.0 in fiscal 2026 and made the AI Gateway generally available after closing Portkey. Its annual report puts the Protect AI and Portkey purchases at $635 million and $117 million. The company reports over $100 million in annual recurring revenue for the line, but that is its own figure with no line margin disclosed, so efficiency is unconfirmed. [s10, s7, s11] |
| Category Clarity Whether the company creates or fits a recognizable category that buyers can quickly place in their stack. | 4/5 | Independent writers place Prisma AIRS in AI security without vendor coaching. Network World described it as a security platform the Protect AI deal strengthened, and Futurum calls Palo Alto Networks an established AI security participant through Prisma AIRS. HyperFRAME weighs it against cloud providers’ gateway controls. The Gartner placement in the record comes from Palo Alto Networks’ own product page, so the line stays short of category-defining. [s5, s13, s14, s1] |
| Incumbent Defensibility How vulnerable the core value proposition is to absorption as a feature by a platform vendor. | 3/5 | The AI Gateway runs inline between AI applications, agents and model providers and issues scoped credentials per user and team, which gives some friction to absorption. Futurum and HyperFRAME both report cloud providers building native guardrail and gateway controls into their AI platforms, and the record shows no data flywheel or lock-in that such bundling could not eventually replicate. [s7, s13, s14] |
Enterprises moving AI agents, applications and models into production need controls for attacks aimed at those systems, and Prisma AIRS is Palo Alto Networks’ product for that job. The runtime datasheet names prompt injections, malicious code, toxic content, sensitive data leaks, resource overload and hallucination attacks as the threats the product blocks.
Palo Alto Networks frames the buyer’s problem around autonomous agents. Its March 2026 Prisma AIRS 3.0 release says many enterprises monitor what AI says while staying blind to what AI does. GovCon Wire relayed Palo Alto Networks’ statement that the Protect AI acquisition was meant to address AI demand across government, finance, healthcare and manufacturing.
Independent analysts describe the same gap and put numbers on buyer concern. Futurum wrote in May 2026 that an AI gateway addresses a real and growing control gap as agentic workloads move from pilot to production. HyperFRAME Research reported Research Lens data in June 2026 showing that 53% of organizations name security hacks as a significant AI and LLM implementation concern, while only 40% have a dedicated AI governance committee. [s3, s6, s8, s13, s14]
Prisma AIRS combines six components that cover AI systems from development through production. Palo Alto Networks’ fiscal 2026 annual report lists AI Gateway, Agent Security, AI Red Teaming, AI Runtime Security, AI Model Security and AI Posture Management as parts of one platform. The documentation describes protection for AI applications, models, data and agents.
The runtime components inspect live AI traffic. The AI Gateway runs inline between AI applications, agents and model providers, inspects every prompt and response, and replaces raw provider keys with scoped credentials per user and team. The Prisma AIRS API, listed on AWS Marketplace, screens prompts and responses for threats such as prompt injection, tool misuse and sensitive data loss.
Before deployment, AI Model Security scans third-party models for tampering, malicious scripts and deserialization attacks. AI Red Teaming sends crafted attack prompts to a target AI system and evaluates the responses, and Agent Artifact Security, added in Prisma AIRS 3.0, maps an agent’s architecture and scans it for vulnerabilities.
Palo Alto Networks built much of this breadth through acquisitions. The annual report records the purchases of Protect AI in July 2025, Koi in April 2026 and Portkey in May 2026, and says the Koi and Portkey deals enhance Prisma AIRS. Portkey publishes its own gateway on GitHub under the MIT license, and Palo Alto Networks says the Prisma AIRS AI Gateway brings innovations from that acquisition. [s10, s2, s7, s12, s1, s6, s16]
Analysts place Prisma AIRS in a crowded AI security market in which Palo Alto Networks is an established participant. Futurum names CrowdStrike, Zscaler, Proofpoint, Netskope and Cisco among security vendors whose AI security roadmaps touch runtime protection and model interaction governance. Palo Alto Networks’ product page states that Gartner named the company a “Company to Beat” in AI security platforms in June 2026.
Cloud providers are the pressure analysts name most directly. Futurum writes that Microsoft Azure, AWS and Google Cloud are building native guardrail and gateway capabilities into their AI platform services, a structural headwind for third-party gateways. HyperFRAME Research expects AWS, Microsoft and Google to keep embedding routing, policy and governance controls into their AI platforms.
Palo Alto Networks competes by consolidating AI security controls in one platform. HyperFRAME says Palo Alto Networks needs enterprises to route enough AI and agent traffic through Prisma AIRS for its enforcement and telemetry to become meaningful. Futurum says Palo Alto Networks will need to show that the gateway reduces operational surface area instead of adding another enforcement point. [s13, s14, s1]
Palo Alto Networks reports rapid commercial growth for the line. On its fiscal fourth-quarter 2026 earnings call, company executives said Prisma AIRS passed $100 million in annual recurring revenue within four quarters of general availability and had more than 800 customers. Those are the company’s own figures.
The named references come from Palo Alto Networks’ own pages. The Prisma AIRS product page names executives from TELUS Digital, Glean and Moveworks in its section titled “Hear What Our Customers Have to Say.” The Protect AI acquisition release describes Leidos as a strategic partner demonstrating Prisma AIRS for government customers.
The line also sells through larger deals and partners. On the same call, executives said a global payments platform committed a high seven-figure amount to Prisma AIRS within a $53 million deal. AWS Marketplace lists the Prisma AIRS API with contract pricing, and Accenture Cybersecurity’s global lead said in the Prisma AIRS 3.0 release that Accenture is collaborating with Palo Alto Networks on agentic AI guardrails. [s11, s1, s4, s12, s6]
Prisma AIRS draws on founders of an AI security company Palo Alto Networks acquired. GovCon Wire, relaying the deal announcement, reported that Protect AI’s chief executive, Ian Swanson, and its founders and employees were set to join Palo Alto Networks. Swanson was to become vice president of product for Prisma AIRS.
The line added a second specialist team through the Portkey acquisition. Palo Alto Networks calls Portkey a pioneer in AI gateways, and GovCon Wire quoted Portkey chief executive and co-founder Rohit Agarwal saying the combination will help organizations move AI from pilots into production.
Palo Alto Networks’ product page states that Gartner named the company a “Company to Beat” in AI security platforms in June 2026. [s8, s5, s9, s15, s1]
The AI Gateway is generally available, while a fully managed runtime option is offered in preview. Palo Alto Networks announced the AI Gateway as generally available about six weeks after closing the Portkey acquisition, and the product page offers preview and early access to a fully managed AI Runtime Security firewall.
The platform produces material a governance program can use. The annual report says AI Red Teaming maps its remediation guidance to OWASP, NIST and MITRE ATLAS frameworks, and the gateway replaces raw provider keys with scoped credentials per user and team.
Prisma AIRS is absent from the authorized-services listing on Palo Alto Networks’ FedRAMP page, which matters to the government buyers the line addresses. That page, last updated in January 2026, lists more than 20 authorized services across network, cloud and security operations.
Analysts flag deployment effort as a practical concern. HyperFRAME Research expects friction when enterprises overlay centralized gateway controls on existing architectures and distributed developer workflows, including added latency and concentration risk. [s7, s9, s1, s10, s17, s14]
| Company | Relationship | Note | Compare |
|---|---|---|---|
| Lakera | competes with | Competes for the same enterprise buyer of AI runtime security controls. | N/AWe scored these companies at different scopes, so the totals measure different things. |
| Prompt Security | competes with | Competes for the same enterprise buyer of AI runtime security controls. | N/AWe scored these companies at different scopes, so the totals measure different things. |
| HiddenLayer | competes with | Competes for buyers of model scanning and AI red teaming, which Prisma AIRS includes. | N/AWe scored these companies at different scopes, so the totals measure different things. |
| TrojAI | competes with | Competes for buyers of model scanning and AI runtime protection. | N/AWe scored these companies at different scopes, so the totals measure different things. |
| Amazon Web Services | competes with | A cloud provider whose native AI platform controls analysts name as pressure on third-party AI gateways. | N/AAmazon Web Services is scored by product line, not as a whole company, so there is no company-wide column to compare. Open its profile to compare a specific product. |
Add analyzed competitors to compare them side by side with Palo Alto Networks.
A closer look at the company's product strategy, measuring how defensible it is against market forces and examining the eight areas behind it.
reinforce or reposition
Customers who leave Prisma AIRS face mainly the work of replacing controls placed inline in live AI traffic. Its AI Gateway runs between AI applications, agents and model providers and issues scoped credentials per user and team, so leaving means rerouting that traffic and reissuing access. The platform performs inline inspection, model scanning and automated adversarial testing, and Palo Alto Networks says its red teaming uses threat intelligence from Unit 42 and the huntr research community. Customers integrate and configure Prisma AIRS as software and use its red-team findings, mapped to OWASP, NIST and MITRE ATLAS, in their own governance work.
| Dimension | Score | Rationale |
|---|---|---|
| Value Delivery Does the product sell software as the product, or judgment, trust, or accountability with software as the delivery mechanism. | 1/3 | Customers buy Prisma AIRS as software they integrate and configure, including a SaaS API priced by call volume and deployment modes such as Network Intercept and API Intercept. The one managed option in the cited pages is a runtime firewall offered in preview, so what customers pay for today is the software’s features. |
| Switching Cost How expensive leaving is for a customer: data portability, integrations, learned workflows, network effects, regulatory data residency. | 2/3 | The AI Gateway runs inline between AI interactions and model providers and replaces provider keys with scoped credentials per user and team, so leaving means rerouting AI traffic and reissuing those credentials, which is meaningful integration friction. That inline position is documented, but the cited record does not size the migration off it. |
| Compliance Moat Whether certifications, liability acceptance, or audit trails block an easy replacement. | 1/3 | Prisma AIRS is absent from the authorized-services listing on Palo Alto Networks’ FedRAMP page. The line’s documented compliance outputs are red-team findings mapped to OWASP, NIST and MITRE ATLAS that support a customer’s own governance work. No authorization, mandate or retained liability in the cited record blocks a customer from replacing the line. |
| Problem Complexity Whether the product requires ML, optimization, real-time systems, or years of specialized expertise. | 3/3 | Prisma AIRS inspects prompts and responses inline in live AI traffic, scans model files for tampering and deserialization attacks, and runs automated adversarial testing against AI systems, which is real-time and machine-learning security work. |
| Buyer Profile Whether buyers are SMB operators, mid-market IT teams, or regulated enterprises and governments with procurement gates. | 3/3 | GovCon Wire reported that the Protect AI deal addressed demand in government, finance, healthcare and manufacturing, and Palo Alto Networks executives described a global payments platform’s high seven-figure Prisma AIRS commitment, which places the line’s buyers among regulated enterprises, with government among the line’s target markets. |
| Layer Whether the product is an end-user application, a platform with application features, or infrastructure other applications depend on. | 3/3 | Palo Alto Networks’ annual report describes the AI Gateway as the control plane through which enterprise AI traffic flows, including LLM calls, tool invocations and agent interactions, which makes it infrastructure other AI applications depend on. |
| Proprietary Data, Content, or IP Whether the product accumulates datasets, content licenses, or IP that a rival cannot recreate from scratch. | 1/3 | No retained, vendor-owned dataset, content license or granted patent behind Prisma AIRS appears in the cited pages. Palo Alto Networks says its red teaming uses Unit 42 threat intelligence and the huntr research community. No cited page states what that intelligence accumulates from or shows it retained as a non-public asset of the line. |
Prisma AIRS targets large enterprises deploying AI applications and agents, including organizations in regulated industries. GovCon Wire relayed Palo Alto Networks’ statement that the Protect AI acquisition was meant to address AI demand across government, finance, healthcare and manufacturing. Palo Alto Networks also describes Leidos, a strategic partner, demonstrating Prisma AIRS for government customers.
Within those organizations, the line serves security teams and the platform teams that run AI infrastructure. Palo Alto Networks says its AI Gateway lets developers keep their existing coding assistants, agents and copilots while enforcement moves to the infrastructure layer the platform team owns.
Prisma AIRS 3.0 extended coverage for agent deployments. The March 2026 release added inventory of AI agents, models and connections across an organization’s environment. Company executives said on the fiscal fourth-quarter 2026 call that a majority of the big Prisma AIRS transactions that quarter involved multiple modules.
Prisma AIRS covers AI systems from development through runtime in one platform. Palo Alto Networks’ fiscal 2026 annual report lists AI Gateway, Agent Security, AI Red Teaming, AI Runtime Security, AI Model Security and AI Posture Management as its components.
At runtime, the AI Gateway inspects every prompt and response inline between AI applications, agents, model providers and tool calls. The annual report describes it as the control plane through which enterprise AI traffic flows, including LLM calls, tool invocations and agent interactions. The documented APIs offer the same prompt and response screening to developers who call them from their own code.
Before deployment, AI Model Security scans third-party models for tampering, malicious scripts and deserialization attacks, and AI Red Teaming sends crafted attack prompts to a target system and evaluates the responses. The annual report says red teaming draws on threat intelligence from Unit 42 and the huntr research community.
Portkey publishes its own gateway on GitHub under the MIT license, and Palo Alto Networks says the Prisma AIRS AI Gateway brings innovations from the Portkey acquisition. The cited pages do not state how much of that open-source code runs inside Prisma AIRS, so the public code shows Portkey’s gateway design without confirming what Palo Alto Networks ships.
Palo Alto Networks reports rapid adoption of Prisma AIRS. On the fiscal fourth-quarter 2026 earnings call, company executives said the line passed $100 million in annual recurring revenue within four quarters of general availability and had more than 800 customers. Those figures are the company’s own.
The named references appear on Palo Alto Networks’ pages. The Prisma AIRS product page names executives from TELUS Digital, Glean and Moveworks in its section titled “Hear What Our Customers Have to Say.” The Protect AI acquisition release describes Leidos as a strategic partner demonstrating Prisma AIRS for government customers.
The line also sells inside larger deals and through partners. Executives said a global payments platform committed a high seven-figure amount to Prisma AIRS within a $53 million deal. AWS Marketplace lists the Prisma AIRS API, and Accenture Cybersecurity’s global lead said in the Prisma AIRS 3.0 release that Accenture is collaborating with Palo Alto Networks on agentic AI guardrails.
Part of Prisma AIRS pricing is public through AWS Marketplace. The Prisma AIRS API listing prices contracts by the number of API calls, shows a 12-month cost of $4,353 for that API-call dimension, and states that pricing depends on the duration and terms of the contract.
Palo Alto Networks also lists token-based licensing for the API on its product page. Larger purchases can arrive inside platform deals, as with the payments platform whose high seven-figure Prisma AIRS commitment sat within a $53 million agreement.
The enterprise-deal disclosures give no unit prices. A buyer comparing costs can read the marketplace rate for API calls, while a platform deal needs a quote that sets quantities and contract terms.
Customers choose how Prisma AIRS enforces policy in their environment. The product page lists Network Intercept and API Intercept deployment modes, and the documentation describes APIs that scan prompts and model responses and return recommendations.
The AI Gateway centralizes enforcement for the platform team. Palo Alto Networks says developers keep their existing tools while enforcement moves to the infrastructure layer, and it describes Portkey’s gateway as implementable with minimal effort.
A fully managed runtime option is still early. The product page offers preview and early access to Managed AI Runtime Security, a fully managed firewall that blocks prompt injections and data leaks.
HyperFRAME Research expects deployment friction when enterprises overlay centralized gateway controls on existing architectures and developer workflows. HyperFRAME identifies potential latency, integration complexity and concentration risk when customers centralize AI routing without careful implementation.
Prisma AIRS is absent from the authorized-services listing on Palo Alto Networks’ FedRAMP page, which matters to the government buyers the line addresses. That page, last updated in January 2026, lists more than 20 authorized services across network, cloud and security operations.
The platform produces material that a governance program can use. The annual report says AI Red Teaming maps its remediation guidance to OWASP, NIST and MITRE ATLAS frameworks, and the gateway replaces raw provider keys with scoped credentials per user and team.
Palo Alto Networks released its gateway controls for AI agents in stages during 2026. The March 2026 Prisma AIRS 3.0 release described an AI Agent Gateway in limited preview, and the company later announced the Prisma AIRS AI Gateway as generally available about six weeks after closing the Portkey acquisition.
Palo Alto Networks positions the AI Gateway as the control plane for an enterprise’s AI traffic. The gateway runs inline between AI interactions, model providers and agent-to-agent calls, and the annual report says Prisma AIRS brings its six components together in one platform.
Palo Alto Networks needs AI traffic volume for consolidation to pay off. HyperFRAME Research says the company needs enterprises to route enough AI and agent traffic through Prisma AIRS for policy enforcement and telemetry to become meaningful. Futurum says Palo Alto Networks must show the gateway reduces operational surface area instead of adding another enforcement point.
Cloud providers are the ecosystem pressure analysts name. Futurum writes that Microsoft Azure, AWS and Google Cloud are building native guardrail and gateway capabilities into their AI platform services, which it calls a structural headwind for third-party gateways.
The line draws on the founders of Protect AI, an AI security company Palo Alto Networks acquired in July 2025. GovCon Wire, relaying the deal announcement, reported that Protect AI’s chief executive, Ian Swanson, and its founders and employees were set to join Palo Alto Networks. Swanson was to become vice president of product for Prisma AIRS.
A second specialist team came with Portkey. Palo Alto Networks calls Portkey a pioneer in AI gateways, and GovCon Wire quoted Portkey chief executive and co-founder Rohit Agarwal saying the combination will help organizations move AI from pilot programs into production.
Palo Alto Networks’ product page states that Gartner named the company a “Company to Beat” in AI security platforms in June 2026.
| Id | Source | Tier | Accessed |
|---|---|---|---|
| f1 | Palo Alto Networks: Prisma AIRS product page | official | 2026-09-16 |
| f2 | AI Defense Matrix Catalog entry | other | 2026-06-13 |
| f3 | AI Defense Matrix Catalog mapping | other | 2026-06-23 |
| f4 | Palo Alto Networks Next-Generation Firewall page | official | 2026-06-12 |
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