AI Organization Standard

A Practical Framework for Organizational AI Readiness and Maturity.

GAAI-400 establishes organizational requirements and expectations for responsible AI adoption, governance, workforce readiness, operations, risk management and continuous improvement.

Assess Your Organization View in Standards

Core areas

What the Standard Covers

GAAI-400 addresses the organizational conditions that make AI use effective, governed and repeatable.

AI Strategy & Leadership
AI Governance
Responsible AI
AI Risk Management
Data & Security
Workforce Competency
AI Operations
Monitoring & Controls
Business Impact
Continuous Improvement

Individual requirements and assessment criteria are not yet published. Details will be published by GAAI once approved.

How the standard is layered

Strategy Sets Direction. Monitoring Keeps It Honest.

Each layer depends on the one above it — controls without governance, or monitoring without controls, do not hold up under audit.

STRATEGYDirection, ownership and leadership accountability for AI.

GOVERNANCEPolicies, decision rights and accountability structures.

RISKIdentification, assessment, treatment and escalation of AI risk.

CONTROLSThe controls that put policy into practice.

OPERATIONSHow AI systems are deployed, supported and operated day to day.

MONITORINGEvidence that practice actually matches policy.

IMPROVEMENTReassessment and improvement as AI use and risk evolve.

Step 01 AI Readiness Assessment Establish a baseline against this standard. Start assessment Step 04 AI Audit Independent examination of evidence against these requirements. How audit works Standard GAAI-500 The audit standard used to examine GAAI-400 practice. View standard Framework GAAI AI Standards Framework™ How GAAI-400 fits alongside the competency and audit standards. Explore framework

Measure Your Organization Against GAAI-400

Start with a readiness baseline, then close the gaps that matter.

Start AI Readiness Assessment Verification Levels