For CEOs, boards, and chief risk officers

AI Governance Policy for Australian Businesses, Board-Ready in 30 Days

Your board has asked: what is our AI policy? Most Australian businesses cannot answer cleanly. We deliver a productized AI governance program: a board-ready policy, a risk register, an acceptable use framework, and a 1-hour executive briefing, all aligned with ISO 42001 and the AU Voluntary AI Safety Standard.

Used by Australian mid-market businesses (30 to 500 staff), boards, audit and risk committees, and regulated industry leaders to answer the AI governance question in 30 days, not 30 months.

Book an AI Governance Briefing (03) 9003 0111

Realistic ROI

30 days

Board-ready policy in hand

Versus 6 to 12 months for the typical internal effort

$10K to $25K

All-in productized engagement

Versus $80K to $250K for Big 4 advisory

1-page CEO summary

Plus 6-page policy and 12-page handbook

Board reads the 1-page; ops uses the 12-page

ISO 42001 + AU VAISS

Aligned with both frameworks

Designed to support audit readiness, not a marketing slide

Why AI Governance Is Now a Board-Level Risk

AI governance moved from "interesting to discuss" to "must answer" in 2025. Four shifts make this a 2026 priority for AU mid-market boards.

AU Voluntary AI Safety Standard published 2024

The Australian Department of Industry, Science and Resources published the Voluntary AI Safety Standard in September 2024. Sets 10 guardrails AU businesses should meet. While "voluntary", expect this to harden into regulatory expectation through 2026 to 2027, especially for regulated sectors and government suppliers.

Insurance, audit, and ASIC are asking

Cyber insurance renewals now ask about AI usage and governance. External audit firms now ask about AI controls. ASIC has flagged AI risk in 2025 risk reports. Boards that cannot answer face increased insurance premiums, audit findings, and regulator attention.

Customers and partners require AI questionnaires

Enterprise procurement now embeds AI governance questions in vendor onboarding (Big 4 banks, government, large mutuals). Mid-market businesses without a documented AI posture risk losing contracts, with significant deals held up over missing AI policies.

Staff are using AI whether you have a policy or not

In a typical 50-person AU business, 60 to 80 percent of staff use ChatGPT or Claude weekly. Without a policy, data leakage, IP exposure, and compliance breach are happening invisibly. The first step is not banning AI; it is governing it.

What the Governance Engagement Delivers

Six artifacts, all aligned with ISO 42001 and the AU Voluntary AI Safety Standard.

6-page board-approved policy

AI policy

Scope, principles, accountability, acceptable use, prohibited use, data handling, review cadence. Approved by the board.

15 to 25 named AI risks

AI risk register

Catalogued AI risks for your business: data leakage, IP exposure, hallucination, bias, regulatory breach. Each with likelihood, impact, mitigation, owner.

12-page staff handbook

Acceptable use handbook

What staff can do, what they cannot do, which tools are approved, how to handle sensitive data, when to escalate, examples.

Approved tool list + request workflow

Tool inventory and approval workflow

Inventory of AI tools currently in use, approved list with security tier, workflow for staff to request new tools.

1-hour CEO + exec session

Executive briefing

Walk leadership through the policy, risk register, and handbook. Address common questions. Brief on the board approval cadence.

Board paper + slide deck

Board approval pack

Board paper summarising the AI policy, the risk register, the governance cadence, and the board's ongoing oversight role. Ready for the next board meeting.

Six AU Governance Engagement Patterns

Task	Traditional	With Yes AI	Notes
AU mid-market business with no AI policy	Board ask, no internal capacity, scoping for 12 months	Board-ready policy in 30 days	Productized engagement delivers policy, risk register, handbook, executive briefing, and board pack on a fixed timeline.
AU professional services firm under client governance review	Hire Big 4 advisory at $200K+	Productized engagement at $10K to $25K	Big 4 deliverable not materially better for mid-market businesses. We use ISO 42001 and AU VAISS templates and tune to your business.
AU SaaS business pursuing enterprise customers	Fail security questionnaires on AI questions	Documented AI governance posture ready to answer questionnaires	Pre-empts the AI section of enterprise procurement. Wins deals that would otherwise pause for 90 days.
AU regulated business (healthcare, financial services, energy)	Generic policy not fit for regulated sector	Policy tuned to your regulatory framework (APRA, ASIC, AHPRA, etc.)	AU regulated sectors have specific AI considerations: clinical decision support, financial advice, customer harm. Policy addresses these directly.
AU board questioning the CEO on AI strategy	Slides without substance	Board paper grounded in real risk register and operational policy	Board hears a structured answer covering risks, controls, opportunities, and oversight cadence. Increases board confidence in CEO's AI leadership.
AU subsidiary of a global parent with AI policy mismatch	Parent policy not fit for AU regulatory context	AU-specific addendum aligned with parent policy	Most parent policies are US-focused (NIST AI RMF, EU AI Act). We layer the AU VAISS and Privacy Act-specific guidance as an addendum.

Six Disciplines Every Good AU AI Policy Has

Scope it tightly, not aspirationally

A 30-page AI policy nobody reads is worse than a 6-page one everyone reads. We scope the policy tightly: what is in, what is out, what is acceptable, what is prohibited. Aspirational principles are minimal; operational rules are clear.

Make it operational, not theoretical

A policy that does not translate to staff behaviour is theatre. We pair the policy with the acceptable use handbook (with specific examples), an approved tool list, and a request workflow. Policy + operationalisation, never policy alone.

Refresh quarterly, not annually

AI capability shifts every quarter. A policy frozen for 12 months will be obsolete in 6. We embed a quarterly review cadence so the policy stays current with capability, regulation, and your tool inventory.

Align with frameworks that matter to your stakeholders

Customer, regulator, and audit firm questionnaires reference specific frameworks: ISO 42001, NIST AI RMF, AU VAISS, EU AI Act. We align the policy with the frameworks that matter to your specific stakeholders, not generic best practice.

Embed in the procurement and IT request flow

A policy that does not affect day-to-day procurement is a policy that fails. We embed the AI tool approval workflow into your IT helpdesk, procurement workflow, and staff onboarding. Policy lives in the operational systems.

Train staff, not just leadership

Staff training on the policy is the difference between "we have a policy" and "we have a culture". We deliver a 30 minute staff training session and slides for your ongoing training program. New starters and existing staff both briefed.

How Yes AI Helps AU Boards and CEOs

Discovery and risk workshop

Half-day workshop with CEO, COO, CRO, CIO, GC, and head of HR. Map current AI usage, identify risks, agree scope, prioritise. Output is the policy outline approved by the leadership team.

Policy, risk register, and handbook drafting

We draft the 6-page policy, 15 to 25 risk register, and 12-page handbook. Review iteration with leadership. Final approved package ready for board.

Executive briefing and board approval pack

1-hour briefing session with CEO and leadership. Address Q&A. Provide board paper and slide deck for the next board meeting. We can attend the board meeting on request.

Quarterly governance review

Quarterly 90-minute review with CRO or CEO. Refresh policy for new capability and regulation. Update risk register. Maintain board-ready posture year-round.

Our 30-Day Governance Engagement

Most AU mid-market clients have a board-approved AI policy within 30 to 45 days.

Week 1: Discovery and risk workshop

Half-day workshop with leadership team. Map current AI usage, identify risks, agree scope, prioritise.

Week 2: Draft policy, risk register, handbook

We draft all artifacts. Leadership reviews. Iteration to lock final language.

Week 3: Executive briefing and tooling inventory

1-hour briefing with CEO and exec team. Build the AI tool inventory and approval workflow. Stage staff training materials.

Week 3 to 4: Board approval pack and presentation

Prepare board paper and slide deck. Brief the chair and the audit / risk committee. CEO or consultant presents at the next board meeting.

Week 5+: Operationalise and quarterly review

Embed approved tool list in IT helpdesk. Train staff. Schedule quarterly governance review. Policy moves from approved to lived.

FAQ

Is AI governance actually required in Australia, or just nice to have?

Required for some, expected for most. Regulated sectors (financial services under APRA, healthcare under TGA / AHPRA, energy under AER, telco under ACMA) have specific AI guidance or rules. The AU Voluntary AI Safety Standard is voluntary today but ASIC, APRA, and OAIC are signalling expectations. For mid-market businesses, the practical pressure is from customer and audit firm questionnaires.

What if we have not used AI yet?

You almost certainly have. Staff using ChatGPT, Claude, Copilot, or Gemini are using AI. Marketing using AI content tools is using AI. Customer service using chatbot platforms is using AI. The first step is shadow-AI inventory: discover what is in use. Then policy.

How is this different from a generic ChatGPT policy template?

A generic template is the starting point, not the finished product. The policy needs to fit your sector, your regulatory framework, your risk appetite, your tool inventory, and your customer commitments. A template that does not reflect your reality fails the first audit conversation.

Do we need ISO 42001 certification?

For most AU mid-market businesses, no. ISO 42001 is a meaningful certification for AI-first businesses, large enterprise, and businesses where AI is a regulated input (healthcare, financial advice). For most mid-market AU businesses, ISO 42001-aligned policy without formal certification is the right posture. We help you scope honestly.

What about the EU AI Act?

If you sell to EU customers or process EU citizen data, the EU AI Act matters. We add an EU AI Act compliance layer to the policy for clients with EU exposure. For purely AU-focused businesses, the AU Voluntary AI Safety Standard and APP are the primary frameworks.

How long is the policy good for?

A well-drafted policy lasts 12 months before material refresh, with minor quarterly updates. AI capability and regulation are moving fast enough that an annual review is the minimum cadence; quarterly is better. We embed the quarterly cadence in the policy itself.

What does the engagement cost?

Productized: $10,000 BASIC (policy + risk register + handbook + executive briefing). $25,000 STRATEGIC (BASIC + board approval pack + quarterly governance review for 12 months + sector-specific addenda). For comparison, Big 4 AI governance engagements typically run $80K to $300K.

Can you present to our board?

Yes. For STRATEGIC engagements we attend the board meeting on request, present the governance package, answer board questions, and capture any board-directed amendments for follow-up.

Book an AI Governance Briefing

A 60 minute briefing with CEO, CRO, GC, or company secretary. We will walk through how the productized engagement works, the artifacts you receive, and the board approval cadence. No deck.

Book a Briefing (03) 9003 0111

All discussions held in confidence. Australian-based consultants.