Prisma AIRS vs Robust Intelligence
Side-by-side comparison of framework coverage, pricing, capabilities, and target customers. Last checked October 2026.
https://aicompliancevendors.com/compare/prisma-airs-vs-robust-intelligencePrisma AIRS
Palo Alto Networks' AI security platform, built with Protect AI: model scanning, AI red teaming, posture management, runtime and agent security
Prisma AIRS is Palo Alto Networks' platform for securing AI applications, agents, models and data. Palo Alto Networks launched it on April 28, 2025, the same day it announced its intent to acquire Protect AI, a Seattle AI security company, and completed that acquisition on July 22, 2025. Prisma AIRS 2.0, released October 28, 2025, "completes the native integration" of Protect AI, and Protect AI's chief executive, Ian Swanson, joined as VP, Product, Prisma AIRS. The protectai.com site now redirects to the Prisma AIRS page, and the README of Protect AI's open-source LLM Guard library says the project has been archived. Palo Alto Networks was incorporated in 2005 and is based in Santa Clara; this profile lists the company's founding year and headquarters, as the directory does for other big-company products. Palo Alto's fiscal 2026 annual report lists six parts: AI Gateway, Agent Security, AI Red Teaming, AI Runtime Security, AI Model Security (labeled AI Supply Chain Security on the current product page) and AI Posture Management. AI Runtime Security comes in two forms. API Intercept is called from application code through a REST API to scan prompts and model responses. Network Intercept inspects cloud network traffic inline and is managed from Strata Cloud Manager or Panorama. The platform supports AWS, Azure, Google Cloud, Kubernetes, private clouds and on-premises infrastructure. AI Red Teaming tests agentic and non-agentic systems with a library of more than 500 attack vectors across 50+ techniques and produces a risk score. AI Model Security scans models for tampering, malicious code, data poisoning, architectural backdoors and unsafe serialization formats. **Agent security** The product page now adds Agent Identity Security and Agentic Endpoint Security. Palo Alto completed its acquisition of Koi, which adds agentic endpoint security, in April 2026. On May 29, 2026 it completed its acquisition of Portkey, whose gateway becomes the core AI Gateway for Prisma AIRS: it routes, monitors and secures traffic between agents and models. **Frameworks** Palo Alto maps AI Red Teaming attacks to the OWASP Top 10 for LLMs, MITRE ATLAS and what it calls the NIST Risk Management Framework. We found no documented support for the EU AI Act or ISO 42001. **Who it's for** Enterprises, especially existing Palo Alto Networks customers on Strata Cloud Manager, that want model scanning, red teaming and runtime protection funded from the same credit pool as their software firewalls.
Robust Intelligence
AI security startup acquired by Cisco in September 2024; its validation and AI firewall technology is the core of Cisco AI Defense
Robust Intelligence was an AI security company founded in 2019 by Yaron Singer, a Harvard computer science and applied mathematics professor who became its CEO, and Kojin Oshiba, his former student. It was based in San Francisco and also had operations in Israel. Sequoia Capital led its seed and Series A rounds ($14 million combined, announced in October 2020), and Tiger Global and Sequoia led a $30 million Series B in December 2021, bringing its funding to about $44 million. Cisco Investments was also an investor. Cisco announced its intent to acquire Robust Intelligence on August 26, 2024 and completed the deal on September 24, 2024. The price was not disclosed. Robust Intelligence is no longer a separate product: its technology is the core of Cisco AI Defense, which Cisco unveiled on January 15, 2025 and said would be available that March. Buyers should evaluate Cisco AI Defense. **What it sold** Robust Intelligence started with RIME (the Robust Intelligence Model Engine), built around an "AI Firewall" that wraps a model, checks its inputs and outputs, and stress-tests it. Its later platform had two parts. AI Validation automatically tested models for security and safety vulnerabilities (such as prompt injection and data poisoning) before and after deployment, scanned open-source models, data and files for supply chain vulnerabilities such as malicious pickle files, recommended guardrails and produced reports. AI Protection applied those guardrails in production. It ran as SaaS in Robust Intelligence's private AWS VPC or as a hybrid deployment with a self-hosted data plane, and it integrated with observability and SIEM tools such as Splunk, Datadog, CrowdStrike and AppDynamics. The company also co-developed the AI Risk Database and said it co-authored NIST's adversarial machine learning taxonomy and contributed to the OWASP Top 10 for LLM Applications. **Frameworks** Its product page says tests were mapped to the OWASP Top 10 for LLM Applications, MITRE ATLAS, NIST's adversarial machine learning taxonomy, the EU AI Act and the White House executive order on AI. It does not mention the NIST AI RMF or ISO 42001. Cisco AI Defense maps to the NIST AI RMF, MITRE ATLAS and the OWASP Top 10 for LLMs. **Status** The robustintelligence.com site is still online and describes AI Validation and AI Protection without mentioning Cisco. We found no current way to buy Robust Intelligence separately from Cisco.
What the data shows
We haven't published an editorial verdict on this pair yet. The comparison below is built from public vendor materials and our taxonomy — no editorialized ranking.
- Shared framework coverage: None documented in common.
- Only Prisma AIRS covers: NIST AI RMF
- Only Robust Intelligence covers: EU AI Act
- Shared capabilities: 5 of 11 listed.
Want our editorial take? Email the editors or read our methodology.
At a glance
| Attribute | Prisma AIRS | Robust Intelligence |
|---|---|---|
| Founded | 2005 | 2019 |
| Headquarters | Santa Clara, United States | San Francisco, United States |
| Employees | Undisclosed | Undisclosed |
| Funding | Product of Palo Alto Networks, Inc. (Nasdaq: PANW); no separate funding | About $44M before the acquisition: $14M in seed and Series A funding led by Sequoia Capital (announced October 2020) and a $30M Series B led by Tiger Global and Sequoia (December 2021); Cisco Investments also invested. Acquired by Cisco in September 2024 for an undisclosed price. |
| Pricing | Bring-your-own-license: AI Runtime Security, AI Supply Chain Security and AI Red Teaming are all funded from a pool of Palo Alto Networks Software NGFW credits, activated with an authcode. API Intercept usage is "priced per billion monthly tokens" (one token is four characters; profiles start at 1 billion tokens and go up in whole billions; the quota resets each calendar month) and requires Strata Cloud Manager Essentials or Pro. AWS Marketplace lists a Prisma AIRS API SaaS contract at $4,353.00 per 12 months for its "Prisma AIRS API Calls" dimension; the listing doesn't say how many calls that covers. Credit rates and prices for AI Red Teaming and Agent Security aren't published. | Robust Intelligence is no longer sold on its own and its site lists no prices. Cisco sells the technology as Cisco AI Defense, also without public prices: its offer description lists Advantage, Validation Essentials and Runtime Essentials packages, bought per AI application or as committed usage. AWS Marketplace lists Cisco AI Defense by private offer, and Cisco offers a self-service red-teaming tool, AI Defense: Explorer Edition, at no upfront cost. |
| Website | Visit site | Visit site |
Framework coverage
| Framework | Prisma AIRS | Robust Intelligence |
|---|---|---|
| EU AI Act | — | limited |
| NIST AI RMF | limited | — |
Capabilities
| Capability | Prisma AIRS | Robust Intelligence |
|---|---|---|
| AI Discovery | ✓ | — |
| AI Guardrails | ✓ | ✓ |
| AI Supply Chain Risk | ✓ | ✓ |
| Agentic Red Teaming | ✓ | — |
| Data Leakage Prevention | ✓ | — |
| LLM Red Teaming | ✓ | ✓ |
| Model Validation | — | ✓ |
| Prompt Injection Defense | ✓ | ✓ |
| Risk Scoring | ✓ | — |
| Runtime Enforcement | ✓ | ✓ |
| Shadow AI Detection | ✓ | — |
Industries served
Prisma AIRS
- None listed
Robust Intelligence
- None listed
Integrations
Prisma AIRS
- Amazon Bedrock
- Google Vertex AI
- Azure OpenAI Service
- OpenAI API
- Portkey
- Kubernetes
- AWS Marketplace
Robust Intelligence
- Splunk
- Datadog
- Databricks
Frequently asked
What is the difference between Prisma AIRS and Robust Intelligence?+
Prisma AIRS is Palo Alto Networks' AI security platform, built with Protect AI: model scanning, AI red teaming, posture management, runtime and agent security; Robust Intelligence is AI security startup acquired by Cisco in September 2024; its validation and AI firewall technology is the core of Cisco AI Defense. The full side-by-side covers framework coverage (0 shared, 1 unique to Prisma AIRS, 1 unique to Robust Intelligence), pricing model, and capability overlap.
How do Prisma AIRS and Robust Intelligence pricing compare?+
Prisma AIRS: Bring-your-own-license: AI Runtime Security, AI Supply Chain Security and AI Red Teaming are all funded from a pool of Palo Alto Networks Software NGFW credits, activated with an authcode. API Intercept usage is "priced per billion monthly tokens" (one token is four characters; profiles start at 1 billion tokens and go up in whole billions; the quota resets each calendar month) and requires Strata Cloud Manager Essentials or Pro. AWS Marketplace lists a Prisma AIRS API SaaS contract at $4,353.00 per 12 months for its "Prisma AIRS API Calls" dimension; the listing doesn't say how m
Which AI compliance frameworks do Prisma AIRS and Robust Intelligence both support?+
There is no published overlap in framework coverage between Prisma AIRS and Robust Intelligence based on each vendor's own materials.
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Editorial independence: This comparison is free and was not paid for by either vendor. See our methodology.