AI Red-Teaming: A Strategic Framework for Securing AI Systems
AI systems are increasingly embedded in enterprise workflows, driving innovation and automation. However, as AI tools become more sophisticated, threat actors are leveraging the technology to exploit vulnerabilities and scale attack vectors. To help organizations confront these emerging risks, Info-Tech Research Group has released its blueprint, Get Started With AI Red-Teaming, outlining a four-step framework for identifying and mitigating AI risks. The framework is designed to provide IT and security leaders with a strategic plan for testing and securing AI systems against sophisticated attacks. It addresses the growing gap between AI adoption and readiness to confront AI-specific threats such as prompt injection, data poisoning, and adversarial manipulation. AI red-teaming is a security exercise focused on challenging AI systems to uncover hidden vulnerabilities, biases, and system limitations. The process requires a multidisciplinary team, including security, compliance, and data science experts, to align processes with existing best-practice methodologies and frameworks. The four-step framework is as follows:

• Define the Scope: Identify which AI technologies and use cases will be tested.
• Develop the Framework: Build a multidisciplinary team and align processes with existing best-practice methodologies and frameworks.
• Select Tools & Technology: Evaluate tools and technologies that support adversarial testing and AI model validation.
• Establish Metrics: Set KPIs to monitor effectiveness and ensure adherence to regulatory frameworks.

Info-Tech’s research highlights the emerging global regulatory momentum around AI safety. Countries such as the USA, Canada, UK, EU member states, and Australia are moving to adopt standards that recommend or mandate AI red-teaming to ensure the safe use of these technologies. “Ai technologies have enabled organizations to scale productivity, accelerate innovation, and enhance their security posture,” says Ahmad Jowhar, Research Analyst at Info-Tech Research Group. “But with that growth comes an evolving threat landscape, as malicious actors leverage AI to increase the sophistication and reach of their attacks.”
To be effective, AI red-teaming requires more than technical testing; it demands a strategic plan that defines clear goals and identifies the right people, processes, and technologies to manage risk and reinforce trust in AI systems. Effective AI red-teaming improves visibility into AI system behavior, supports ethical and compliant design, and helps restore trust in high-stakes environments such as healthcare, finance, and government. The firm advises that organizations should establish a dedicated plan to test their AI tools or defend against misuse. By aligning with emerging frameworks and adopting AI red-teaming practices, organizations can improve compliance while enhancing the resilience of their AI infrastructure. The blueprint from Info-Tech provides actionable guidance for organizations looking to initiate and operationalize an effective AI red-teaming practice. Ahmad Jowhar emphasizes the importance of proactive measures to address the evolving threat landscape. “Ai red-teaming is a necessary countermeasure to help organizations proactively identify vulnerabilities and apply meaningful guardrails,” he notes. To access the complete Get Started With AI Red-Teaming research, please contact [email protected]. For exclusive and timely commentary from Ahmad Jowhar or to register for media passes to Info-Tech LIVE 2025 in Las Vegas, please contact [email protected]. About Info-Tech Research Group
Info-Tech Research Group is one of the world’s leading research and advisory firms, proudly serving over 30,000 IT and HR professionals. The company produces unbiased, highly relevant research and provides advisory services to help leaders make strategic, timely, and well-informed decisions. Info-Tech’s Media Insiders program provides unrestricted access to research across IT, HR, and software and hundreds of industry analysts. To gain access, contact [email protected]. For information about Info-Tech Research Group or to access the latest research, visit infotech.com and connect via LinkedIn and X. Media Passes to Info-Tech LIVE 2025 in Las Vegas
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