AI Security Controls and Monitoring for Agents and Data
Once AI tools and agents can read data and take actions, you need to know who can do what and when something goes wrong. These systems put access rules, permissions, policy checks and live monitoring around your AI. They help your security team see risky behavior early and keep sensitive data where it belongs.
Products in this category
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Controls & MonitoringAI Agent Permission System
Defines and enforces what each AI agent may access and do.
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Controls & MonitoringAI Agent Risk Monitor
Monitors agent actions for risky or unexpected behavior.
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Controls & MonitoringAI Agent Security Layer
Adds policy enforcement, tool limits and logging around your AI agents.
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Controls & MonitoringAI Data Leakage Monitor
Detects sensitive data leaving through AI tools and prompts.
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Controls & MonitoringAI Security Monitoring
Centralizes security events from AI systems with alerting.
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Controls & MonitoringAI Security Policy System
Maintains security policies and checks systems against them.
What risks do these controls address?
AI brings some familiar risks in a new shape. Staff may paste sensitive data into prompts. An agent may call a tool it should never touch. An API may be hammered by abuse. Security events may be scattered across many systems with nobody watching. These products give each of those risks a specific control, with alerts and logs your team can review.
- Sensitive data leaving through prompts
- Agents acting outside their permissions
- API abuse and unusual traffic
- Scattered security events with no alerting
- Policies that are written but never checked
How do the control products differ?
Some products decide what is allowed. AI Access Control System sets role-based access to AI tools and data, and AI Agent Permission System defines what each agent may access and do. AI Agent Security Layer wraps agents with policy enforcement, tool limits and logging. AI Security Policy System keeps policies current and checks systems against them.
Others watch what actually happens. AI Security Monitoring centralizes events with alerting, AI Agent Risk Monitor looks for risky agent actions, AI API Security Monitor watches API traffic, and AI Data Leakage Monitor detects sensitive data leaving through AI tools.
Questions buyers ask
Do we need both a permission system and a monitor?
Many teams use both because they solve different problems. A permission system like AI Agent Permission System limits what an agent can do in the first place. A monitor like AI Agent Risk Monitor watches what agents actually do and flags anything unexpected. Prevention and detection together give a clearer picture than either alone.
Does this replace our existing security tools?
No. These products focus on the AI layer and run in your own accounts, alongside the security tools you already have. The Scope Card spells out which systems each product connects to and where alerts go, so your security team can see how it fits before anything is ordered.
Can we start with one product and add more later?
Yes. Each product has its own Scope Card, so you can begin with the gap that worries you most. Teams concerned about staff prompts often start with AI Data Leakage Monitor. Teams rolling out agents often start with AI Agent Security Layer, then add monitoring as usage grows.
Choosing between Controls & Monitoring products?
Tick Compare on up to four products to see scope, price and delivery side by side. If you would rather talk it through, an expert can help you pick the one that fits how you work.