Outpace adversaries in the AI era Google AI Threat Defense helps you actively predict attacks and deploy fixes at machine speed. Outpace adversaries in the AI era Google AI Threat Defense helps you actively predict attacks and deploy fixes at machine speed. Google AI Threat Defense An always-on autonomous security platform designed to outpace AI-driven attacks. AI Threat Defense fuses the reasoning power of Gemini and other frontier models, the contextual risk prioritization of Wiz, the code scanning and remediation capabilities of CodeMender, and the frontline expertise of Mandiant. The solution is based on a proven four-step framework taken from Google’s own approach to combating today’s threats. Wiz See Wiz in action. Security at AI speed, powered by context CodeMender See CodeMender find and fix vulnerabilities at machine speed Mandiant Learn how to defend your enterprise against AI enabled threats Find all exposure points with AI Find all exposure points with AI Find and reduce unnecessary internet exposure across applications, APIs, services, and sensitive assets. Simulate attacker behavior with the Wiz Red Agent to identify and prioritize exploitable, end-to-end attack paths. Prioritize assets for deep code analysis Prioritize assets for deep code analysis Use insights to focus code analysis on applications that are customer-facing, have sensitive data flows , embed authentication logic, or are internet-exposed. Build a continuous risk elimination loop Build a continuous risk elimination loop Use AI to scan for exposure and prioritize code analysis , and use results to accelerate patching processes by reviewing exposures and defining ownership before an urgent vulnerability is surfaced. Build a workflow for zero-day response. Prepare: Harden the foundation for machine-speed response Harden your multicloud, multi-AI, code, SaaS, and hybrid environments by identifying and removing exposed risks. Map your environment for deep visibility Map your environment for deep visibility Scan and analyze code , binaries, configurations, and live resources across clouds, AI, and hosted technologies to identify exposed attack paths. Continuously discover external assets, shadow APIs, legacy apps, and ownership gaps. Find all exposure points with AI Find all exposure points with AI Find and reduce unnecessary internet exposure across applications, APIs, services, and sensitive assets. Simulate attacker behavior with the Wiz Red Agent to identify and prioritize exploitable, end-to-end attack paths. Prioritize assets for deep code analysis Prioritize assets for deep code analysis Use insights to focus code analysis on applications that are customer-facing, have sensitive data flows , embed authentication logic, or are internet-exposed. Build a continuous risk elimination loop Build a continuous risk elimination loop Use AI to scan for exposure and prioritize code analysis , and use results to accelerate patching processes by reviewing exposures and defining ownership before an urgent vulnerability is surfaced. Build a workflow for zero-day response. Prepare: Harden the foundation for machine-speed response Harden your multicloud, multi-AI, code, SaaS, and hybrid environments by identifying and removing exposed risks. Find all exposure points with AI Find all exposure points with AI Find and reduce unnecessary internet exposure across applications, APIs, services, and sensitive assets. Simulate attacker behavior with the Wiz Red Agent to identify and prioritize exploitable, end-to-end attack paths. Prioritize assets for deep code analysis Prioritize assets for deep code analysis Use insights to focus code analysis on applications that are customer-facing, have sensitive data flows , embed authentication logic, or are internet-exposed. Build a continuous risk elimination loop Build a continuous risk elimination loop Use AI to scan for exposure and prioritize code analysis , and use results to accelerate patching processes by reviewing exposures and defining ownership before an urgent vulnerability is surfaced. Build a workflow for zero-day response. Map your environment for deep visibility Map your environment for deep visibility Scan and analyze code , binaries, configurations, and live resources across clouds, AI, and hosted technologies to identify exposed attack paths. Continuously discover external assets, shadow APIs, legacy apps, and ownership gaps. Find all exposure points with AI Find all exposure points with AI Find and reduce unnecessary internet exposure across applications, APIs, services, and sensitive assets. Simulate attacker behavior with the Wiz Red Agent to identify and prioritize exploitable, end-to-end attack paths. Prioritize assets for deep code analysis Prioritize assets for deep code analysis Use insights to focus code analysis on applications that are customer-facing, have sensitive data flows , embed authentication logic, or are internet-exposed. Build a continuous risk elimination loop Build a continuous risk elimination loop Use AI to scan for exposure and prioritize code analysis , and use results to accelerate patching processes by reviewing exposures and defining ownership before an urgent vulnerability is surfaced. Build a workflow for zero-day response. Scan and prioritize: Conduct deep-dive analysis, AI-driven adversarial testing and exploitability validation AI-driven analysis that replaces superficial checks generating massive volumes of theoretical findings. Deep scan your codebase Deep scan your codebase Operationalize vulnerability scanning by deploying CodeMender and custom code-scanning agents to help you actively hunt for deep vulnerabilities. Draw on multiple industry-leading frontier models through the Gemini Enterprise Agent Platform for the flexibility to choose the best model for the job . Enrich and validate findings with live architectural and runtime context Enrich and validate findings with live architectural and runtime context Transform a raw list of findings into a prioritized map of real business risk in Wiz, filtering out the noise to focus on what is reachable. Enable developers to look at dependencies across source code libraries and binaries to understand needed changes. Translate into actionable response plans Translate into actionable response plans Review and triage all of your findings in Wiz no matter where you ran your scan. Mandiant experts help create strategies for safely retiring legacy products, and roll out AI-generated patches without overwhelming engineering teams. Enrich and validate findings with live architectural and runtime context Enrich and validate findings with live architectural and runtime context Transform a raw list of findings into a prioritized map of real business risk in Wiz, filtering out the noise to focus on what is reachable. Enable developers to look at dependencies across source code libraries and binaries to understand needed changes. Translate into actionable response plans Translate into actionable response plans Review and triage all of your findings in Wiz no matter where you ran your scan. Mandiant experts help create strategies for safely retiring legacy products, and roll out AI-generated patches without overwhelming engineering teams. Scan and prioritize: Conduct deep-dive analysis, AI-driven adversarial testing and exploitability validation AI-driven analysis that replaces superficial checks generating massive volumes of theoretical findings. Enrich and validate findings with live architectural and runtime context Enrich and validate findings with live architectural and runtime context Transform a raw list of findings into a prioritized map of real business risk in Wiz, filtering out the noise to focus on what is reachable. Enable developers to look at dependencies across source code libraries and binaries to understand needed changes. Translate into actionable response plans Translate into actionable response plans Review and triage all of your findings in Wiz no matter where you ran your scan. Mandiant experts help create strategies for safely retiring legacy products, and roll out AI-generated patches without overwhelming engineering teams. Deep scan your codebase Deep scan your codebase Operationalize vulnerability scanning by deploying CodeMender and custom code-scanning agents to help you actively hunt for deep vulnerabilities. Draw on multiple industry-leading frontier models through the Gemini Enterprise Agent Platform for the flexibility to choose the best model for the job . Enrich and validate findings with live architectural and runtime context Enrich and validate findings with live architectural and runtime context Transform a raw list of findings into a prioritized map of real business risk in Wiz, filtering out the noise to focus on what is reachable. Enable developers to look at dependencies across source code libraries and binaries to understand needed changes. Translate into actionable response plans Translate into actionable response plans Review and triage all of your findings in Wiz no matter where you ran your scan. Mandiant experts help create strategies for safely retiring legacy products, and roll out AI-generated patches without overwhelming engineering teams. Triage and remediate at scale

Triage and remediate at scale Leverage Wiz Green Agent remediation to accelerate patching and zero-day response across live production applications and cloud infrastructure. Modernize your program to handle higher volumes of AI-discovered vulnerabilities Modernize your program to handle higher volumes of AI-discovered vulnerabilities Empower engineering teams to replace vulnerable code, migrate to memory-safe languages, and analyze library dependencies to coordinate seamless rollouts. Tag libraries across both source control and production environments for end-to-end tracking. Remediate: Accelerate resolution with immediate fixes Shrink time to remediation through a high-speed, autonomous workflow, proactively generate fixes directly in developer environments, and automate triage and remediation. Remediate critical risks as developers are building Remediate critical risks as developers are building Use Gemini and CodeMender to proactively generate code fixes directly in the developer’s IDE or CLI as they build. Fix issues to the specific application and environment . Triage and remediate at scale Triage and remediate at scale Leverage Wiz Green Agent remediation to accelerate patching and zero-day response across live production applications and cloud infrastructure. Modernize your program to handle higher volumes of AI-discovered vulnerabilities Modernize your program to handle higher volumes of AI-discovered vulnerabilities Empower engineering teams to replace vulnerable code, migrate to memory-safe languages, and analyze library dependencies to coordinate seamless rollouts. Tag libraries across both source control and production environments for end-to-end tracking. Remediate: Accelerate resolution with immediate fixes Shrink time to remediation through a high-speed, autonomous workflow, proactively generate fixes directly in developer environments, and automate triage and remediation. Triage and remediate at scale Triage and remediate at scale Leverage Wiz Green Agent remediation to accelerate patching and zero-day response across live production applications and cloud infrastructure. Modernize your program to handle higher volumes of AI-discovered vulnerabilities Modernize your program to handle higher volumes of AI-discovered vulnerabilities Empower engineering teams to replace vulnerable code, migrate to memory-safe languages, and analyze library dependencies to coordinate seamless rollouts. Tag libraries across both source control and production environments for end-to-end tracking. Remediate critical risks as developers are building Remediate critical risks as developers are building Use Gemini and CodeMender to proactively generate code fixes directly in the developer’s IDE or CLI as they build. Fix issues to the specific application and environment . Triage and remediate at scale Triage and remediate at scale Leverage Wiz Green Agent remediation to accelerate patching and zero-day response across live production applications and cloud infrastructure. Modernize your program to handle higher volumes of AI-discovered vulnerabilities Modernize your program to handle higher volumes of AI-discovered vulnerabilities Empower engineering teams to replace vulnerable code, migrate to memory-safe languages, and analyze library dependencies to coordinate seamless rollouts. Tag libraries across both source control and production environments for end-to-end tracking. Monitor: Establish machine-speed detection and rehearsed, active response Shift operations from manual oversight to machine-speed detection and real-time defense. Monitor for hidden and active threats Monitor for hidden and active threats Use the Wiz Blue Agent to detect and respond to threats, and Agentic SOC capabilities from Google Security Operations to investigate emerging anomalies across your network, identity systems, and application telemetry. Monitor your software development life cycle Monitor your software development life cycle Minimize the attack surface right from the start using hardened container images built, signed, and verified daily. Then deploy guardrails and policies that provide immediate visibility into all software components, detect vulnerabilities, and generate remediation guidance before application deployment. Refine your vulnerability readiness program Refine your vulnerability readiness program Leverage Mandiant experts to develop governance to continuously, and aggressively, turn AI-driven discovery and findings into an actionable vulnerability readiness program. Monitor your software development life cycle Monitor your software development life cycle Minimize the attack surface right from the start using hardened container images built, signed, and verified daily. Then deploy guardrails and policies that provide immediate visibility into all software components, detect vulnerabilities, and generate remediation guidance before application deployment. Refine your vulnerability readiness program Refine your vulnerability readiness program Leverage Mandiant experts to develop governance to continuously, and aggressively, turn AI-driven discovery and findings into an actionable vulnerability readiness program. Monitor: Establish machine-speed detection and rehearsed, active response Shift operations from manual oversight to machine-speed detection and real-time defense. Monitor your software development life cycle Monitor your software development life cycle Minimize the attack surface right from the start using hardened container images built, signed, and verified daily. Then deploy guardrails and policies that provide immediate visibility into all software components, detect vulnerabilities, and generate remediation guidance before application deployment. Refine your vulnerability readiness program Refine your vulnerability readiness program Leverage Mandiant experts to develop governance to continuously, and aggressively, turn AI-driven discovery and findings into an actionable vulnerability readiness program. Monitor for hidden and active threats Monitor for hidden and active threats Use the Wiz Blue Agent to detect and respond to threats, and Agentic SOC capabilities from Google Security Operations to investigate emerging anomalies across your network, identity systems, and application telemetry. Monitor your software development life cycle Monitor your software development life cycle Minimize the attack surface right from the start using hardened container images built, signed, and verified daily. Then deploy guardrails and policies that provide immediate visibility into all software components, detect vulnerabilities, and generate remediation guidance before application deployment. Refine your vulnerability readiness program Refine your vulnerability readiness program Leverage Mandiant experts to develop governance to continuously, and aggressively, turn AI-driven discovery and findings into an actionable vulnerability readiness program. Redefining Threat Defense in the AI Era Evaluating Threats and Automating Defense: How Google is Advancing Code Security The 2026 AI threat landscape Browse resources Defending Your Enterprise When AI Models Can Find Vulnerabilities Faster Than Ever Now is the time to strengthen playbooks, reduce exposure, and incorporate AI into security programs. 5-min read Read the blog Introducing the Green Agent: AI-Powered Remediation for the Cloud Accelerate your path to Zero Criticals with AI that investigates, assigns, and guides cloud remediation for you. 5-min read Read the blog Closing the Security Gap in the Age of Agentic Coding AI agents are writing more and more code. Ensure it's secure. Learn how Wiz Code plugins and the Green Agent bring machine-speed remediation to your AI-IDE. 5-min read Read the blog Security Talks 2026 - AI Threat Defense Introducing Google AI Threat Defense, an autonomous, continuous security architecture designed to outpace AI-driven attacks and give cybersecurity teams an advantage in the AI era. Register now AI Threat Defense Briefing Join us for an executive event series. Discover how to secure your entire software life cycle—from code to cloud—in real time. Register now Cyber Defense Summit 2026 Save the date for keynotes and deep-dive sessions on countering today's most sophisticated cyber threats. Register now AI Threat Tracker from Google Threat Intelligence Group Learn how global threat actors are increasingly integrating AI into their workflows to accelerate cyberattack life cycles. 5-min read Read the report M-Trends 2026 Report Stay ahead of the latest cyber threats. 5-min read Read the report State of AI in the Cloud 2026 How AI Adoption, Autonomy, and Attacker Innovation Are Reshaping Cloud Security. 5-min read Read the report Defending Your Enterprise When AI Models Can Find Vulnerabilities Faster Than Ever Now is the time to strengthen playbooks, reduce exposure, and incorporate AI into security programs. 5-min read Read the blog Introducing the Green Agent: AI-Powered Remediation for the Cloud Accelerate your path to Zero Criticals with AI that investigates, assigns, and guides cloud remediation for you. 5-min read Read the blog Closing the Security Gap in the Age of Agentic Coding AI agents are writing more and more code. Ensure it's secure. Learn how Wiz Code plugins and the Green Agent bring machine-speed remediation to your AI-IDE. 5-min read Read the blog Security Talks 2026 - AI Threat Defense Introducing Google AI Threat Defense, an autonomous, continuous security architecture designed to outpace AI-driven attacks and give cybersecurity teams an advantage in the AI era. Register now AI Threat Defense Briefing Join us for an executive event series. Discover how to secure your entire software life cycle—from code to cloud—in real time. Register now Cyber Defense Summit 2026 Save the date for keynotes and deep-dive sessions on countering today's most sophisticated cyber threats. Register now AI Threat Tracker from Google Threat Intelligence Group Learn how global threat actors are increasingly integrating AI into their workflows to accelerate cyberattack life cycles. 5-min read Read the report M-Trends 2026 Report Stay ahead of the latest cyber threats. 5-min read Read the report State of AI in the Cloud 2026 How AI Adoption, Autonomy, and Attacker Innovation Are Reshaping Cloud Security. 5-min read Read the report Start your security transformation today Start your security transformation today