AI Standards of Practice

Australia Finally Has a Professional Standard for Artificial Intelligence

The AIAA Standards of Practice define what competent, ethical, accountable AI practice looks like — for professionals, for organisations, and for the boards that answer for both.

12 Pillars
The foundational competency framework
4 Tiers
AAIA · MAIA · CAIA · FAIA
The Problem

Every Major Profession Has a Standard. AI Has None.

Accounting has CPA Australia. Law has the Law Society. Medicine has AHPRA. Engineering has Engineers Australia. Every profession that touches consequential decisions — money, safety, health, justice — has an independent body that defines competence, enforces ethics, and protects the public.

Artificial intelligence now touches all of those decisions.

And it has no standard.

Right now, across Australia:

— Boards are approving AI deployments with no framework to assess whether they're competent to do so.

— Professionals are calling themselves "AI experts" with no credential that means anything.

— Organisations are building governance policies with no reference standard to build them against.

— Regulators are writing AI legislation with no professional body to consult.

This is not a technology gap. It is a professional infrastructure gap. And professional infrastructure gaps — left unfilled — produce the same outcome every time: harm, liability, loss of public trust, and a regulatory response that's always too blunt and too late.

AIAA exists to close this gap — permanently.

"The central issue is no longer whether AI will be adopted. The issue is whether it will be adopted well, at scale, and in a way that delivers measurable benefit."
— AIAA Founding Statement
Established Professions
Accounting · Law · Medicine · Engineering
⚠️
No Standard · No Credential · No Accountability
Artificial Intelligence
$1.544T economic impact · 14.7M workers affected

AIAA closes this gap.

The Foundation

The 12 Pillars of AI Professionalism

The foundational competency framework that defines what every credentialled AI professional must know, practise, and be accountable for. Built for practitioners accountable for AI — not the engineers who build it.

Every AIAA designation — AAIA through FAIA — is assessed against this framework. These are not topics. They are professional obligations.

01

AI Foundations

How AI systems work — at the level of accountability, not engineering

02

Data Governance

Management, quality, lineage and rights of data used in AI systems

03

AI Ethics

The values, principles and obligations governing AI design and deployment

04

AI Safety & Risk

Identifying, assessing and mitigating risks from AI systems at scale

05

Regulatory Compliance

Legal obligations across sectors, privacy law, and emerging AI regulation

06

AI Strategy

Aligning AI investments with organisational purpose and competitive position

07

AI Systems Design

Architecture, human oversight mechanisms, and operational design of AI systems

08

Human-AI Collaboration

The conditions under which humans and AI systems work together — and when they don't

09

AI Security

Protecting AI systems against adversarial manipulation, model theft, data poisoning

10

Explainability & Transparency

Accounting for AI decisions in terms stakeholders can understand and act on

11

AI Leadership

Board governance, C-suite accountability, and the culture of responsible AI practice

12

Emerging Technologies

Identifying and responding to developments — LLMs, agentic AI, quantum, biotech interfaces

How the Standards Work

One Framework. Two Applications.

The 12 Pillars are the competency map for your entire AI career. Where you sit on the framework today determines which designation you hold. How you progress through it determines where your career goes.

STEP 01

Know Where You Stand

Complete the AIAA Competency Assessment against all 12 Pillars. Your result maps directly to your current designation eligibility — AAIA, MAIA, CAIA, or FAIA.

STEP 02

Earn Your Designation

Complete the required programme for your tier. Sit the assessment. Earn the designation. Your credential is publicly verifiable — any employer, client or board can confirm it at verify.aiaa.io.

STEP 03

Stay Current

AI moves fast. Your designation requires annual CPD — structured learning across the Pillars relevant to your tier. This is what makes the credential mean something over time.

AAIA
Associate
MAIA
Member
CAIA
Certified
FAIA
Fellow
Sector-Specific Standards

Standards Built by the Industries That Live By Them

The 12 Pillars define the universal standard. The 18 Industry Councils translate that standard into the language, risk profile, and regulatory reality of each sector. Generic AI guidance isn't good enough for a hospital, a bank, or a mine site. Sector-specific standards are.

Each Industry Council is composed of senior practitioners within that sector — not academics studying it from outside. They set the standards. They enforce the norms. They build the sector-specific CPD that keeps credentials meaningful.

Healthcare & Life Sciences
Financial Services & Banking
Legal & Professional Services
Government & Public Sector
Energy & Resources
Mining & Heavy Industry
Education & Research
Defence & National Security
Agriculture & Food Systems
Infrastructure & Construction
Logistics & Supply Chain
Telecommunications & Media
Retail & Consumer
Manufacturing & Advanced Industry
Environment & Sustainability
Human Resources & Workforce
Science & Technology
Property & Real Estate

Are you a sector leader?

AIAA Industry Councils are seeking founding council members — senior practitioners who will set the standards for their sector. This is a founding appointment. It will not be available again.

Apply for a Council Position →

Is your organisation a sector stakeholder?

Corporate members can nominate representatives to their relevant Industry Council. Shape the standards your entire industry will work to.

Explore Corporate Membership →
Standards vs Regulation

Regulation Tells You What You Can't Do. Standards Tell You What You Should.

Governments write AI regulation. AIAA writes AI standards. These are not the same thing — and understanding the difference is the first mark of professional competence.

Government Regulation
AIAA Standards of Practice
Set by
Legislators and regulators
Set by
Practitioners and subject-matter experts
Pace
Slow — years behind technology
Pace
Current — updated with the profession
Scope
Minimum acceptable behaviour
Scope
Best practice and professional excellence
Enforcement
Legal penalties for breach
Enforcement
Credential at risk — professional accountability
Specificity
Broad legal obligations
Specificity
Detailed, role-specific, sector-specific
Who it protects
The public from harm
Who it protects
Professionals, organisations, and the public
What it answers
"Is this legal?"
What it answers
"Is this good?"

Compliance is the floor. Standards are the ceiling.

Meeting your regulatory obligations means you have not broken the law. It does not mean you are practising AI well.

The organisations and professionals that will lead in AI are not the ones that asked "what's the minimum we have to do?" They are the ones that asked "what does excellent look like?" — and then built the capability to get there.

AIAA Standards are the answer to that second question.

EU AI Act
Now in force. Sets the floor.
AIAA Standards
Set the ceiling. Updated annually.
12 Pillars
The competency framework that bridges both.
Resources & Adoption

Take the Standards Into Your Organisation

Everything you need to understand, adopt, and build against the AIAA Standards of Practice — free, public, and ready to use.

FOUNDING DOCUMENT

The 12 Pillars of AI Professionalism

The complete framework document. 40+ pages. Defines each Pillar, the professional obligations it creates, and how it maps to each designation tier. The intellectual foundation of everything AIAA does.

Download White Paper (PDF) →

Free. No registration required.

INTERACTIVE TOOL

AIAA Competency Self-Assessment

Map your current knowledge and experience against all 12 Pillars. Takes 8 minutes. Your result shows which designation you're eligible for and where your development gaps are.

Start Self-Assessment →

Free for all professionals. No account required.

FOR ORGANISATIONS

AI Governance Adoption Guide

A practical guide for boards, risk committees, and executive teams. How to map your current AI practices against the Standards. What to do when you find gaps. How to report against the framework.

Download Governance Guide →

Free for organisations. No registration required.

Want the Standards applied to your organisation directly?

AIAA offers organisational assessments, governance workshops, and board briefings delivered by credentialled practitioners.

The four pillars

A framework, not a checklist.

The standards are member-built and member-led. Drafts are released for consultation; final versions carry the authority of the Standards Council and are binding on all members in active practice.

Safety & Assurance

Risk classification, evaluation methodology, deployment review, and post-deployment monitoring obligations.

Ethics & Accountability

Member Code of Ethics, conflict-of-interest disclosure, harm reporting, and the duty of competence.

Documentation & Lineage

Model cards, data lineage, training-data provenance, and audit-ready records for every credentialed deployment.

Human Oversight

Defined roles for human-in-the-loop, escalation pathways, and the boundary between automated and accountable decisions.

The Standard Exists. The Question Is Whether You're Credentialled Against It.

The 12 Pillars of AI Professionalism are public. The framework is open. Any professional or organisation can read it, use it, and build against it — right now.

The designation is what separates those who say they work to the standard from those who can prove it.

AIAA credentials are verifiable, current, and backed by Australia's most respected institutional leaders. They mean something — because the framework behind them is rigorous, the assessment is independent, and the CPD requirement ensures they stay current.

The founding cohort shapes the standard itself. That window is open. It will not be open indefinitely.

Your Next Step

For Professionals

Earn Your AIAA Designation. Start with the free Competency Self-Assessment. Eight minutes. Know exactly where you stand against the 12 Pillars — and which designation you're eligible for today.

Start My Self-Assessment →View Designation Pathways →
Your Next Step

For Organisations

Build Against the Standard. Download the AI Governance Adoption Guide or speak with an AIAA adviser about mapping your organisation against the Standards of Practice.

Download Governance Guide →Enquire About Organisational Services →
Independent · Not-for-Profit · Member-Driven · Backed by Australia's Most Respected Leaders