AI-SPM buyer’s guide: 14 tools to secure your AI infrastructure

As organizations increasingly adopt AI across their operations, they face growing security challenges because AI systems touch critical infrastructure and data in complex ways. AI security posture management (AI-SPM, tools that monitor and assess the security of AI models, data, and applications) has emerged as an important category to address these risks, especially since many enterprises run AI agents without proper security oversight or governance strategies. Security teams need to carefully evaluate AI-SPM tools to match their organization's maturity level and avoid duplicating existing security tools or leaving coverage gaps.