The AI Trust, Risk, and Security Management (AI TRiSM) market is projected to grow from USD 3.09 billion in 2026 to USD 11.61 billion by 2031 at a CAGR of 30.3% during the forecast period. Generative AI risk management is driving demand for AI TRiSM solutions. The expansion of generative AI deployments is driving demand for AI TRiSM capabilities focused on model risk, reliability, security, and governance. NIST released the Generative Artificial Intelligence Profile in July 2024 to help organizations identify and manage risks specific to generative AI. In 2026, NIST also released guidance informed by a public working group of more than 2,500 participants, reinforcing the need for structured AI risk-management practices across AI development, deployment, monitoring, governance, and incident management.

Market Size & Forecast

• Market Size, 2025       USD 2.23 Billion
• Market Size, 2026       USD 3.09 Billion
• Forecast Market Size, 2031  USD 11.61 Billion
• CAGR, 2026–2031     30.3%
• Forecast Period           2026–2031

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Key Market Trends & Insights

• Agentic AI adoption is driving demand for AI TRiSM solutions.
• Runtime AI security is becoming critical for continuous protection and monitoring.
• AI governance and compliance are gaining importance amid evolving regulations.
• AI security & runtime protection is the fastest-growing segment at 33.1% CAGR.
• Cloud-based AI TRiSM is expanding rapidly, with a 31.7% CAGR.
• Monitoring & response is the fastest-growing application at 34.0% CAGR.
• Asia Pacific is expected to be the fastest-growing regional market.
• BFSI remains a leading vertical due to its high reliance on secure, governed AI.

Based on application, the security & runtime control segment is expected to hold the largest market share.

The security & runtime control segment is expected to account for the largest share of the AI TRiSM market, driven by the growing need to protect AI models, applications, and agents against security threats and unintended behavior during operation. Enterprises are increasingly deploying generative and agentic AI systems that interact with sensitive data, users, and enterprise tools, creating risks such as prompt injection, data leakage, unauthorized access, model manipulation, and unsafe agent actions. Runtime controls enable organizations to continuously inspect AI inputs, outputs, interactions, and agent activities while enforcing security and governance policies. The increasing focus on post-deployment AI monitoring and continuous risk management is further supporting adoption, as organizations seek real-time visibility, automated intervention, and policy enforcement to maintain secure, reliable, and compliant AI operations.

By organization size, the SMEs segment is expected to register the highest CAGR during the forecast period.

The SMEs segment is expected to register the highest CAGR in the AI TRiSM market during the forecast period, driven by the rapid adoption of AI applications and the growing need to manage AI-related security, privacy, reliability, and compliance risks with limited internal resources. SMEs increasingly require cost-effective solutions to assess AI models, monitor AI applications, detect security vulnerabilities, and establish governance policies without building dedicated AI risk teams. NIST has specifically developed guidance for small and under-resourced organizations, including its AI RMF and small-enterprise risk-management guidance, supporting structured approaches to managing technology and AI risks. As smaller organizations increasingly deploy generative AI and AI-powered business applications, demand for scalable and easy-to-integrate AI TRiSM solutions is expected to accelerate.

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By region, North America is estimated to account for the largest market share.

North America is expected to account for the largest share of the AI TRiSM market during the forecast period, driven by the region’s strong AI ecosystem, presence of leading technology and cybersecurity vendors, and increasing enterprise focus on AI governance, security, privacy, and risk management. The US is witnessing accelerated adoption of AI TRiSM capabilities across BFSI, healthcare, government, technology, and critical infrastructure, supported by initiatives such as the NIST AI Risk Management Framework and the 2026 development of an AI RMF Profile for Trustworthy AI in Critical Infrastructure. Leading vendors, including Microsoft, IBM, Palo Alto Networks, and Google, are expanding AI governance, model security, runtime monitoring, AI red teaming, and AI-agent protection capabilities. Microsoft provides AI governance guidance aligned with NIST AI RMF, while Palo Alto Networks is expanding AI TRiSM capabilities across AI governance and runtime enforcement. In Canada, government initiatives supporting safe and responsible AI, including the Safe and Secure Artificial Intelligence Advisory Group, Canadian AI Safety Institute, and Voluntary Code of Conduct for Advanced Generative AI Systems, are further strengthening regional demand for AI risk-management solutions. These developments, coupled with sustained investments in generative AI, agentic AI, cloud technologies, and cybersecurity, are positioning North America as a leading hub for AI TRiSM innovation, commercialization, and enterprise adoption.

Key AI TRiSM Company Insights

• IBM (US)
• Microsoft (US)
• Accenture (Ireland)
• Palo Alto Networks (US)
• Deloitte (UK)
• NeuralTrust (Spain)
• Cisco (US)
• ServiceNow (US)
• PwC (UK)
• EY (UK)
• Veeam Software (US)

Recent Developments

• July 2026 : Microsoft collaborated with UC Berkeley Risk and Security Lab through its External Red Team Alliance, supporting research into AI safety, security, alignment, and responsible AI development for increasingly capable AI systems.
• June 2026 : Accenture partnered with ServiceNow to launch AI-powered risk management services using agentic AI for integrated risk, third-party risk, OT risk, compliance, and migration from legacy risk platforms.
• April 2026 : Palo Alto Networks acquired Portkey to establish an AI Gateway control plane within Prisma AIRS, enabling enterprises to monitor, orchestrate, govern, and secure autonomous agent interactions while controlling AI traffic, identity, and runtime risks.
• March 2026 : Cisco collaborated with NVIDIA to expand Secure AI Factory capabilities by integrating AI Defense with NVIDIA OpenShell and NeMo Guardrails, providing controls, validation, and runtime protection for multi-agent and edge AI environments.
• October 2025 : IBM partnered with Anthropic to integrate Claude into IBM software, embedding security, governance, and cost controls throughout enterprise software development to support organizations seeking controlled, trustworthy adoption of generative AI.

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