GRC for AI
Governance, Risk & Compliance for AI Agent Operations
Traditional GRC tools govern human processes. AI agents create a parallel universe of decisions, actions, and data flows that those tools don't see. You need AI-native GRC.
What is GRC for AI?
GRC (Governance, Risk, and Compliance) is the integrated management of governance policies, risk assessment, and regulatory compliance. Traditional GRC platforms like ServiceNow GRC and Archer manage human business processes -- approvals, workflows, policy attestations.
GRC for AI agents means treating every agent decision as a governed action. Every LLM call, every tool invocation, every data access, every inter-agent handoff is a decision that may need policy enforcement, risk scoring, and compliance evidence.
The key difference: human GRC is periodic (quarterly reviews, annual audits). AI GRC must be continuous, because agents make thousands of decisions per day at machine speed.
Why it matters in the agentic era
Traditional GRC tools were built for human processes. They do not understand agent charters, tool permissions, LLM outputs, or governance packs. When your compliance officer opens ServiceNow, they see human workflows. The 200 AI agents making autonomous decisions in parallel are invisible.
AI-native GRC bridges this gap. It provides the same governance, risk, and compliance visibility for AI agent operations that traditional tools provide for human operations -- with the speed and automation that autonomous agents require.
How MeetLoyd implements GRC for AI
- 9 governance packs -- GDPR, HIPAA, EU AI Act, SOX, DORA, ISO 27001, ISO 42001, NIS2, AMF/CIF. Each with specific enforcement modules.
- 81 automated controls -- Across 11 frameworks with cross-framework mapping across 14 control families. Tested continuously, not quarterly.
- Compliance posture scoring -- 0-100 overall score and per-framework breakdown. Real-time gap analysis with prioritized recommendations.
- 18 enforcement modules -- Policy enforcement stats showing how many modules are enforcing vs warning vs audit-only.
- Regulatory calendar -- EU AI Act, DORA, NIS2, and GDPR deadlines tracked with preparation timelines.