Executive AI Briefing Curriculum: What Boards and C-Suites Need

A board cannot govern what it does not understand, and most Australian boards are still being briefed on AI by vendors with something to sell. The executive AI briefing is a specific genre — not training, not a strategy session — and it has to be built for the question directors are actually asking: how do we exercise oversight on this without overreaching or under-protecting. This is the curriculum we run, the questions it is designed to answer, and where it fits in a wider program.

Who this is for and what they need

The audience splits into three rough groups, each with different needs.

Boards and audit/risk committees need a fluent grasp of where AI sits in the risk register, what regulators expect, and what reasonable questions to ask of management. They do not need to learn prompting.

Executive teams need enough fluency to make investment, build-vs-buy, and prioritisation calls — and to recognise when an internal proposal is over- or under-claiming.

Founders and SLT in scale-ups sit between the two: they own both the strategic call and the operational design, so they need a slightly deeper version that touches architecture and vendor selection.

A single deck will not serve all three. Build a core 60-minute block that is shared, then tailor the wrapper. The wider context for this sits in the AI education for organisations pillar.

The five modules of a defensible executive briefing

A briefing that earns its 90 minutes has five blocks.

1. Where the technology actually is

Twenty minutes on the current state of capabilities, in business language, with concrete examples from comparable Australian organisations. Honest framing of what is working, what is overhyped, and what is six months away from useful. Directors have seen too many vendor decks — credibility comes from naming what does not work.

2. Where the value is — and is not — for this organisation

A structured view of the value pools for your specific business model. For most services firms the pattern is: drafting and summarisation in knowledge work, assistance in customer-facing roles, document and contract workflows, and a longer tail of analytics. For product organisations it is product surface area plus internal ops. The point is to anchor the conversation in your value chain, not generic case studies.

3. Risks and obligations

The block that matters most for the audit and risk committee. Cover:

• Data privacy under the Privacy Act and the proposed reforms, including third-party model use.
• IP and confidentiality exposure in vendor terms.
• Discrimination and bias, particularly in HR, credit, and customer-facing decisioning.
• The Voluntary AI Safety Standard's ten guardrails — what they require, where you currently sit.
• Operational risk: hallucinations, automation bias, single-vendor dependency.

The output of this block is a shared mental model of where the organisation's AI risk concentrates, not a comprehensive list. See AI safety and responsibility training for the operational layer that hangs off this.

4. Governance and oversight

What good looks like at the board level: a named accountable executive, a risk taxonomy that includes AI, a documented use register, escalation thresholds, and reporting cadence. We usually walk through a sample AI committee charter and a one-page board reporting template, both of which the room can adapt.

5. The questions directors should be asking

The most useful artefact in the whole session. A short list of standing questions for management — "show me the use register", "what changed in the model behind X system this quarter", "where do we have a single-vendor dependency", "how many incidents this quarter and what changed as a result". Boards keep the list. It changes the texture of management reporting within a quarter.

A 90-minute agenda

A workable shape for a board session:

• 0–10 min — framing and what directors will walk away with.
• 10–30 min — state of the technology, anchored to the organisation's sector.
• 30–50 min — value pools and current investment shape.
• 50–75 min — risk, obligations, and the Voluntary AI Safety Standard.
• 75–85 min — governance model and reporting cadence.
• 85–90 min — the standing-questions list and next steps.

For an executive team offsite, expand the value and governance blocks and add a scenario exercise — a real internal AI proposal critiqued against the framework.

Delivery: who runs the session

Three patterns we see work:

• External facilitator + internal exec sponsor. The default. External brings benchmarking and credibility; internal brings context and accountability.
• External facilitator only. Works for first briefings where the internal program is not yet mature.
• Internal only. Works once the program has been running for 12+ months and there is a clear internal owner the board trusts on this topic.

The pattern that does not work is letting a single vendor run the board briefing. Even a competent vendor briefing tilts the room toward their product. Use vendor sessions for the exec team after the framework is set, not before.

What to give the board afterwards

Three artefacts go home with directors:

1. A one-page summary of the organisation's current AI posture — what is in use, what is in pilot, where the risk concentrates, what governance exists.
2. The standing-questions list.
3. The proposed reporting cadence and template for the next 12 months.

If the briefing produces these three things, it has done its job. If it produces a 40-slide deck and no artefacts, it will not change a single board agenda.

Cadence and refresh

Annual is too slow given the rate of change. Twice a year is the working default, with a shorter quarterly risk-committee update. Out-of-cycle sessions are warranted after a regulatory shift, a material incident (internal or peer organisation), or a major capability step-change in the underlying models.

How this fits the wider program

The exec briefing is the top of the program, not a substitute for it. It sets the governance frame within which staff AI literacy and role-specific training operate. It also creates the executive air cover those programs need — without a board that understands the trade-offs, the operational program tends to get squeezed on either pace or safety, often both.

What to do next

If your board has not had a structured AI briefing in the past six months, schedule one. If the last one was vendor-led, schedule a non-vendor follow-up. And before the session, agree the three artefacts you want the directors to walk away with — that decision alone determines whether the briefing is useful.