What is a GRC AI Agent?

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Richa Kaul
Jun 5, 2025 4 mins read
Learn what makes a GRC AI Agent different from AI co-pilots and automation tools. Discover how Agentic AI from Complyance helps under-resourced GRC teams reclaim time and automate workflows with full control and oversight.

The compliance tech landscape is full of ‘AI-powered’ tools, but most are co-pilots, assistants that make suggestions. What GRC teams need are agents, operators that act.

A GRC AI Agent is an intelligent assistant that can actually do the work, not just make suggestions.

Each agent is designed to handle a specific compliance task for you, like reviewing vendor questionnaires or linking evidence to controls. You tell the agent how you want it to operate, and it runs the process, surfaces results for your approval, and logs everything along the way.

Unlike AI co-pilots that simply generate text or answer questions, GRC AI Agents are workflow operators. Each agent works directly in your environment, according to your configurations and with full visibility into what it’s doing. This ensures agents take action in context. A GRC AI Agent understands your framework mappings, task queues, and approval flows. It knows which data sources to pull from and which rules apply.

This is what makes Agentic AI fundamentally different from simply typing your problem into ChatGPT. A language model gives you a sentence. An AI Agent completes a task in your system, recorded for full auditability. For example, a Client Questionnaire Agent pulls your past responses, checks them against your latest policies, drafts an updated reply, and logs every decision made for audit, attribution, and reuse.

If your GRC platform is a warehouse, a GRC AI Agent is a robot forklift. It knows exactly where each control, policy, or piece of evidence needs to go. You’ve configured the shelves, set the rules for how things move, and assigned check-in points. The agent is actively moving materials from shelf A to shelf B, logging every action, and teeing things up for review.

That’s the difference between an assistant and an agent. One gives you directions. The other moves the load.

How Agentic AI Is Transforming Compliance Work

Why does this matter now?

The pressure on compliance teams has never been higher. Regulatory environments are shifting, security expectations are rising and additional frameworks, like NIS2, are on the horizon. Teams are being asked to do more with less, and to do everything faster.

Complyance’s GRC AI Agents introduce a new class of capability. They are:

  • Configurable: You set the logic, the thresholds, and manage the workflows
  • Accountable: All actions are surfaced for human approval
  • Contextual: Agents operate within your systems
  • Private: Your data is never used to train shared models or shared between customers

With agents, your team gets time back. More importantly, they get headspace back to focus on the judgment calls, strategy shifts, and cross-functional collaboration that compliance really requires.

Meet the Fleet: Examples of Complyance AI Agents

At Complyance, we’ve built the first truly agentic GRC platform, where AI doesn’t just assist your team, it acts on your behalf.

Our Fleet of AI Agents is designed to take full workflows off your plate under your configuration and with your oversight. Each agent is specialized, auditable, and embedded directly into the Complyance platform.

Some of the agents already in action include:

  • Vendor Diligence Agent: Flags risky vendor responses in real time
  • Client Questionnaire Agent: Drafts tailored responses based on your policies and past answers
  • Evidence Review Agent: Audits your evidence for gaps or outdated files before an auditor ever sees it
  • Risk Mitigation Agent: Drafts and proposes updated risk treatment plans with supporting tasks
  • Findings Agent: Detects failed controls or flagged vendor items and generates risks or tasks automatically

Each agent follows your rules, logs every action, and surfaces its output for human approval. You’re not giving up control, you’re reclaiming time.

And setup is fast. You can deploy your first agent in days, not quarters. No heavy onboarding. No long implementation. Just results.

The Bottom Line

AI Agents won’t replace your GRC team. But they will take on the repetitive, rules-driven workflows that slow you down, so you can move from reactive to proactive, from busywork to real business value.

That’s why we believe Agentic AI is the next evolution in GRC tooling.

Curious what an AI Agent could take off your team’s plate? Meet Your AI Agents