AI代理在执行任务时可能被恶意利用（如工具滥用、提示注入），导致安全风险，缺乏实时监控和防护。
部署AI代理的企业和开发者
SaaS subscription model, charging based on the number of monitored agents and API call volume. Targeting enterprise customers.
Some AI security companies (such as Protect AI, HiddenLayer) offer similar services, but focus on model security rather than agent runtime behavior.
包含技术复杂度评估、竞品分析、商业化策略和落地执行建议