AI Implementation
Plan and deliver AI capability within operational environments.
GAAI AI Standards Framework™
GAAI-300
Professional AI Competency
GAAI-300 establishes professional competency expectations for individuals applying, implementing and responsibly managing AI within business and organizational environments.
Purpose
What This Standard Establishes
Professionals should be able to move beyond knowing how AI works toward understanding how AI can be responsibly applied to real organizational challenges.
- AI implementation
- AI strategy
- Business applications
- Generative AI
- AI agents
- Data and knowledge
- AI governance
- AI risk
- Responsible AI
- Security awareness
- Workforce adoption
- Business value
Core areas
Core Areas of Competency
The standard is organized into defined areas so that learning, preparation and assessment can be aligned consistently.
AI Strategy
Align AI initiatives with organizational objectives and constraints.
Business Value
Identify where AI creates measurable value — and where it does not.
Generative AI & Agents
Apply generative and agent-based systems responsibly at work.
AI Governance
Work within governance structures, policies and accountability lines.
AI Risk
Identify, assess and escalate AI-related risks appropriately.
Security Awareness
Recognize security and data-protection considerations in AI use.
Workforce Adoption
Support colleagues in adopting AI capably and responsibly.
Intended audience
Who This Standard Is For
Working professionals
Managers
AI practitioners
Consultants
Business leaders
Transformation professionals
Candidates enter the framework at the level appropriate to them. Progression through every standard is not required.
Related
Related Credential and Standards
Certification
GAAI Certified AI Professional™
For working professionals validating professional AI competency.
Explore Professional Certification
Next standard
GAAI-400
AI Organization Standard — organizational readiness, governance and controls.
View standard
Framework
GAAI AI Standards Framework™
How the five standards fit together across competency, organization and audit.
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Governance
Version History
Versions, publication dates, effective dates and revision records.
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Demonstrate This Competency
Standards define what capability means. Certification is how it is demonstrated and verified.