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[![Identity Security logo](https://www.paloaltonetworks.com/content/dam/pan/en_US/images/logos/nav/idira-logo-nav.svg)](https://www.paloaltonetworks.com/idira?ts=markdown) [Human Identities](https://www.paloaltonetworks.com/idira/human?ts=markdown) * [Privileged Access Management](https://www.paloaltonetworks.com/idira/human/privileged-access-management?ts=markdown) * [Identity and Access Management](https://www.paloaltonetworks.com/idira/human/identity-and-access-management?ts=markdown) * [Endpoint Privilege Manager](https://www.paloaltonetworks.com/idira/human/endpoint-privilege-manager?ts=markdown) * [Identity Governance](https://www.paloaltonetworks.com/idira/human/identity-governance?ts=markdown) * [Workforce Password Management](https://www.paloaltonetworks.com/idira/human/workforce-password-management?ts=markdown) * [Vendor Privileged Access](https://www.paloaltonetworks.com/idira/human/vendor-privileged-access?ts=markdown) [Machine 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Watch Now](https://www.paloaltonetworks.com/intersect?ts=markdown) [Prisma AIRS AI Gateway is now generally available](https://www.paloaltonetworks.com/ai-security/ai-gateway?ts=markdown) [](https://www.paloaltonetworks.com/?ts=markdown) Search All * [Tech Docs](https://docs.paloaltonetworks.com/search) Close search modal [![default logo](https://www.paloaltonetworks.com/etc/clientlibs/clean/imgs/pan-logo-dark.svg)](#page-top) open [Challenges](#challenges) [Solution](#capabilities) [Platform overview](#how-it-works) [Resources](#resources) [FAQs](#faqs) [Request a demo](#product_report_modal) Let AI coding do more. With you in control. === Protect data, govern agents and control AI costs. * Download solution brief * [Request a demo](#product_report_modal) TRUSTED BY THE BEST ![nhl logo](https://www.paloaltonetworks.com/content/dam/pan/en_US/secure-ai/customer-logos/nhl.svg) ![Equinix logo](https://www.paloaltonetworks.com/content/dam/pan/en_US/secure-ai/customer-logos/Equinix.svg) ![MLB logo](https://www.paloaltonetworks.com/content/dam/pan/en_US/secure-ai/customer-logos/MLB.svg) ![Glean logo](https://www.paloaltonetworks.com/content/dam/pan/en_US/secure-ai/customer-logos/Glean.svg) ![Banwidth logo](https://www.paloaltonetworks.com/content/dam/pan/en_US/secure-ai/customer-logos/Banwidth.svg) ![Telus logo](https://www.paloaltonetworks.com/content/dam/pan/en_US/secure-ai/customer-logos/Telus-Logo-new.svg) ![Norlem logo](https://www.paloaltonetworks.com/content/dam/pan/en_US/secure-ai/customer-logos/Norlem.svg) ![Echostar logo](https://www.paloaltonetworks.com/content/dam/pan/en_US/secure-ai/customer-logos/Echostar.svg) ![RedHelm logo](https://www.paloaltonetworks.com/content/dam/pan/en_US/secure-ai/customer-logos/RedHelm.svg) ![Realpage logo](https://www.paloaltonetworks.com/content/dam/pan/en_US/secure-ai/customer-logos/Realpage.svg) {#challenges} Challenges ## AI coding is moving faster than the controls around it Coding agents now have the same access as your best engineers. Your security was not built for that. ![thumbprint icon](https://www.paloaltonetworks.com/content/dam/pan/en_US/secure-ai/cap-icon-4.svg) ### Shadow AI at scale 220,000+ software installations discovered across 14 sources in under 2 weeks.^1^ ![Medusa icon](https://www.paloaltonetworks.com/content/dam/pan/en_US/secure-ai/cap-icon-1.svg) ### Risky agent behavior 135,000 systems exposed by OpenClaw in one week.^2^ ![icon](https://www.paloaltonetworks.com/content/dam/pan/en_US/secure-ai/cap-icon-3.svg) ### No way to tell human from agent 109:1 machines outnumber human identities.^3^ ![Uncontrolled connections icon](https://www.paloaltonetworks.com/content/dam/pan/en_US/secure-ai/cap-icon-2.svg) ### Out of control AI spend 93% of enterprises report exceeding their AI budgets, with 20--30% of AI spend entirely unaccounted for.^4^ {#capabilities} Solution ## Secure AI coding A security platform that understands how coding agents are actually deployed. \[![AgenticEndpoint](https://www.paloaltonetworks.com/content/dam/pan/en_US/secure-ai/Discover-662x349.jpg) ### Discover shadow AI Find agents, models, skills, plugins, and MCP servers across your developer endpoints.\](https://www.paloaltonetworks.com/cortex/agentic-endpoint-security?ts=markdown) \[![AgentID](https://www.paloaltonetworks.com/content/dam/pan/en_US/secure-ai/Assess-662x349.jpg) ### Assess supply chain risks Scan AI files and tools for malicious code and hidden risks before they are used.\](https://www.paloaltonetworks.com/ai-security/ai-model-security?ts=markdown) \[![identity](https://www.paloaltonetworks.com/content/dam/pan/en_US/secure-ai/Protect-662x349.jpg) ### Protect every identity and prompt Verify which agent is acting, inspect AI interactions, and block risky actions in real time.\](https://www.paloaltonetworks.com/idira/agentic?ts=markdown) \[![AIGateway](https://www.paloaltonetworks.com/content/dam/pan/en_US/secure-ai/Govern-662x349.jpg) ### Govern data, costs and actions in real time Control MCP and tool connections, protect sensitive data, and enforce policies for AI access, usage and spend.\](https://www.paloaltonetworks.com/ai-security/ai-gateway?ts=markdown) {#how-it-works} Platform overview ## Secure AI coding with one integrated platform ![Secure AI coding Architecture diagram](https://www.paloaltonetworks.com/content/dam/pan/en_US/secure-ai/secure_ai_updated.png)![Secure AI coding Architecture diagram](https://www.paloaltonetworks.com/content/dam/pan/en_US/secure-ai/secure_ai_mobile.svg) Download solution brief ## Natively integrated with AI tools developers love Secure AI coding across leading platforms without changing how developers work. 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Open AI ## "Prisma AIRS lets our engineers safely use the latest AI coding agents ---maintaining full security and speed without friction." Neil Boland, CISO and SVP, Technology \& Security, Major League Baseball™ ## "AI coding shifts our perimeter to the developer terminal. We look to leaders like Palo Alto Networks to govern AI actions, control point sprawl, and track where our data goes." Adam Rasner, Vice President, Technology Operations, AutoNation ## "As tools like Claude Code accelerate development, security must keep up. Prisma AIRS lets us govern agent permissions without slowing our engineering teams down." Rohit Reddy, Senior Staff Engineering, Echostar first focus ## Talk to an AI expertIf you're evaluating how to secure AI coding agents in your environment, our experts can help you. 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A Palo Alto Networks expert will reach out to you shortly. {#resources} RESOURCES FeaturedBlogE-BookSolution BriefVideosWhitepaper \[![Secure AI Coding: Governing every agent, artifact, and identity](https://www.paloaltonetworks.com/content/dam/pan/en_US/secure-ai/thumbnail-secure-ai-coding.jpg) BLOG ### Secure AI Coding: Governing every agent, artifact, and identity\](https://www.paloaltonetworks.com/blog/2026/09/secure-ai-coding-governing-every-agent-artifact-and-identity/?ts=markdown) \[![Palo Alto Networks Named Company to Beat in AI Security for Second Consecutive Year](https://www.paloaltonetworks.com/content/dam/pan/en_US/secure-ai/Blog-CompanyToBeat_440x440.jpg) BLOG ### Palo Alto Networks Named "Company to Beat" in AI Security for Second Consecutive Year\](https://www.paloaltonetworks.com/blog/ai-security/palo-alto-networks-named-company-to-beat-in-ai-security-for-second-consecutive-year/) \[![AI coding agents](https://www.paloaltonetworks.com/content/dam/pan/en_US/secure-ai/thumbnail-secure-ai-coding-resource.jpg) SOLUTION BRIEF ### Let AI Coding Do More with You in Control\](https://www.paloaltonetworks.com/resources/techbriefs/secure-ai-coding?ts=markdown) \[![Secure the AI Enterprise](https://www.paloaltonetworks.com/content/dam/pan/en_US/secure-ai/WP_SecuringTheAIEnterprise_440x440.jpg) WHITEPAPER ### Secure the AI Enterprise\](https://www.paloaltonetworks.com/resources/whitepapers/secure-the-ai-enterprise?ts=markdown) \[![Securing Agentic AI: Identity as the Emerging Foundation for Defense](https://www.paloaltonetworks.com/content/dam/pan/en_US/secure-ai/WP_SecuringAgenticAI_440x440.jpg) WHITEPAPER ### Securing Agentic AI: Identity as the Emerging Foundation for Defense\](https://www.paloaltonetworks.com/resources/whitepapers/securing-agentic-ai?ts=markdown) \[![Koi Agentic Endpoint Security](https://www.paloaltonetworks.com/content/dam/pan/en_US/secure-ai/SB_KOIAgenticEndpoint_440x440.jpg) SOLUTION BRIEF ### Koi Agentic Endpoint Security\](https://www.paloaltonetworks.com/resources/techbriefs/koi-agentic-endpoint-security?ts=markdown) \[![OWASP Agentic Top 10 Survival Guide](https://www.paloaltonetworks.com/content/dam/pan/en_US/secure-ai/EB_OWASPAgenticAI_440x440.jpg) E-BOOK ### OWASP Agentic Top 10 Survival Guide\](https://www.paloaltonetworks.com/resources/ebooks/owasp-agentic-top-10-survival-guide?ts=markdown) \[![Prisma AIRS AI Gateway - "See the AI Gateway in Action"](https://www.paloaltonetworks.com/content/dam/pan/en_US/secure-ai/Webinar-SeeTheGatewayInAction_440x440.jpg) VIDEO ### Prisma AIRS AI Gateway - "See the AI Gateway in Action"\](https://players.brightcove.net/1050259881001/GHupYS05h\_default/index.html?videoId=6402341660112) \[![Why AI needs a Control Plane](https://www.paloaltonetworks.com/content/dam/pan/en_US/secure-ai/WhyAINeedsAControlPlane_440x440.jpg) VIDEO ### Why AI needs a Control Plane\](https://players.brightcove.net/1050259881001/GHupYS05h\_default/index.html?videoId=6400963198112) \[![Did coding agents take all my tokens?](https://www.paloaltonetworks.com/content/dam/pan/en_US/secure-ai/LB-DidCodingAgentsTake_440x440.jpg) VIDEO ### Did coding agents take all my tokens?\](https://players.brightcove.net/1050259881001/GHupYS05h\_default/index.html?videoId=6401752823112) \[![Is my custom enterprise agent leaking information?](https://www.paloaltonetworks.com/content/dam/pan/en_US/secure-ai/IsMyCustomEnterpriseAgent_440x440.jpg) VIDEO ### Is my custom enterprise agent leaking information?\](https://players.brightcove.net/1050259881001/GHupYS05h\_default/index.html?videoId=6403772930112) PreviousNext {#faqs} ## Frequently asked questions Why should AI coding security be a priority? AI coding agents now access source code, internal APIs and cloud infrastructure autonomously. A single unmanaged agent can expose intellectual property, violate compliance mandates or create unaudited access paths. Treating AI coding security as a board priority protects revenue, reputation and regulatory standing. What business risks do unmanaged AI coding tools create? Unmanaged AI coding tools create shadow AI at machine speed --- accessing sensitive data, generating insecure code and connecting to external services without oversight. Organizations have found hundreds of thousands of ungoverned AI components on their own networks. The result is unquantified exposure across data, compliance and spend. How do we govern AI agents without slowing innovation? Automated policy enforcement secures prompts, responses and agent actions in real time without changing developer workflows. Your teams keep the productivity gains of AI coding while the organization maintains control over data, access, identity and cost. Who is accountable when an AI agent takes action? Agent identity solves this by giving every AI coding agent its own credential and audit trail. Each action is traced to a specific agent and its human owner, with access scoped to the task at hand. This gives security, legal and compliance teams the attribution they need for governance and incident response. How does Palo Alto Networks secure the AI coding lifecycle? We secure every stage: discovering AI tools across endpoints, inspecting prompts and responses at the gateway, assigning unique identities to every agent and enforcing governance policies for data, access and spend --- all from a unified platform that gives security leaders full visibility and control. 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