Skip to content
GCCA Framework
PILLAR 01 · GOVERNANCE

Governance

Establish clear policies, roles, and decision-making frameworks for AI initiatives across your organization.

Start Assessment
KEY AREAS

Key Governance Areas

AI governance is the foundation of responsible AI adoption. Without clear policies and accountability, AI initiatives can spiral out of control, creating risks that outweigh benefits.

01

Policy Framework

Define acceptable use policies, data handling procedures, and ethical guidelines for AI systems across your organization.

02

Roles & Responsibilities

Establish clear ownership of AI initiatives, from executive sponsors to technical implementers and compliance officers.

03

Risk Management

Identify, assess, and mitigate risks associated with AI deployment and operations across your business processes.

04

Oversight & Review

Implement regular audits, performance reviews, and continuous improvement processes for ongoing AI governance.

READINESS

Governance Checklist

Assess your organization's governance readiness with these essential checkpoints.

Executive Sponsor Identified

Designate a C-level executive responsible for AI governance oversight.

AI Ethics Policy Documented

Create written guidelines for ethical AI use, bias prevention, and transparency.

Review Cadence Established

Set regular intervals for reviewing AI performance, risks, and policy compliance.

Incident Response Plan

Define procedures for handling AI-related incidents, failures, or breaches.

Governance Readiness

Essential items to get started

4/4
Board-level AI oversight committee established
Risk assessment framework documented
Stakeholder communication plan in place
Continuous monitoring & review cycles defined