How Should Executives Receive Ongoing AI Briefings?

Many boards can point to a single moment when AI first appeared on their agenda.

A vendor presentation, an internal technology update, or a conference summary introduced the topic, and it was noted, discussed and filed away.

Eighteen months or two years later, that briefing is often still the board's most recent substantive exposure to AI, even as regulatory expectations, adoption within the firm and the underlying technology itself have moved on considerably.

Boards and executive committees are now expected to demonstrate ongoing oversight of AI use, not a single point of awareness.

That requires a different approach: a structured, recurring briefing programme rather than an occasional update.

Why a one-off briefing is no longer enough

Regulatory attention on AI use in financial services has increased significantly, and the UK Government's AI Skills Compact places explicit expectations on organisations to build and maintain workforce AI capability, including at senior leadership level.

At the same time, AI adoption inside most firms is not static. New use cases emerge in trading, reconciliation, underwriting, customer service and risk management on an ongoing basis, often faster than governance structures can absorb.

A board that received a single introductory session some time ago is not well placed to approve new AI investment, question risk exposure, or respond to regulatory enquiries with confidence.

Ongoing oversight requires ongoing exposure — not necessarily technical depth, but a current and accurate picture of how AI is being used, what has changed, and what decisions are pending.

How executive briefings have traditionally been delivered

Most firms have relied on one or more of the following formats.

Vendor-led introductory sessions. A technology supplier presents an overview of AI capability, often framed around their own product. Useful for initial awareness, but rarely independent, and rarely repeated.

Conference attendance. Individual executives attend industry events and bring back informal summaries. Coverage is inconsistent and depends heavily on which topics happened to be on the agenda that year.

Informal updates from technical staff. IT, data or innovation teams provide updates when asked, but these are often reactive, inconsistent in depth, and not designed with board decision-making in mind.

Each of these approaches can provide a useful starting point. None of them, on their own, provide the sustained, structured cadence that ongoing oversight requires.

Where AI helps prepare better briefings

AI-assisted tools can materially reduce the effort involved in preparing high-quality briefing material, without replacing the board's role in interpreting it.

AI can help summarise regulatory developments and publications relevant to the firm's sector, drawing out the points most likely to affect governance obligations.

It can also help surface relevant internal data — for example, patterns in AI-related incidents, exception rates from AI-assisted processes, or usage trends across business units — that would otherwise take an analyst considerable time to compile manually.

This allows the function preparing the briefing to focus its own time on judgement: deciding what matters, what the board needs to know, and what decision is actually being asked of them.

The board's role remains unchanged. AI tools can accelerate preparation, but interpreting risk, weighing trade-offs and reaching decisions stays firmly with executives and non-executives.

Designing a sustainable briefing programme

A well-structured programme typically combines two formats.

Short, regular updates — often quarterly — keep the board current on regulatory developments, internal AI use cases and emerging risks, without requiring significant preparation time from executives.

Periodic deep-dive sessions, perhaps twice yearly, allow more detailed exploration of a specific topic tied to a genuine decision the board needs to make, such as a major AI-enabled process change or a new regulatory obligation.

Content should be selected based on relevance to actual board decisions, not general AI news or technology trends, to avoid the programme becoming a box-ticking exercise that generates activity without insight.

Ownership should sit with a named internal function — often Risk, Compliance or a dedicated AI governance role — to ensure continuity, institutional memory and independence from vendor interests, even where external expertise is occasionally brought in to supplement internal knowledge.

Example

A London-based clearing member's executive committee had received a single AI overview from a technology vendor eighteen months earlier.

Following increased regulatory attention on AI use in trade reconciliation and settlement processes, the Chief Risk Officer proposed a structured quarterly briefing programme, supplemented by a bi-annual deep-dive session tied to the firm's LCH clearing operations.

The committee established a recurring 45-minute quarterly briefing covering regulatory updates and internal AI use cases, plus a half-day deep-dive twice yearly on specific operational risk areas.

Ownership sat with the Risk function, which used AI-assisted summarisation tools to prepare briefing materials, while the board retained full responsibility for interpreting and acting on the content.

FAQs

• How often should executives receive AI briefings?

  A reasonable baseline is short quarterly updates supplemented by a deeper session once or twice a year. This cadence should flex depending on the pace of regulatory change and how quickly AI adoption is progressing within the firm.

• Who should be responsible for organising executive AI briefings?

  Ownership should sit with a named internal function, such as Risk, Compliance or a dedicated AI governance role, rather than being left to external vendors. This ensures continuity, consistency and independence from any particular product or supplier.

• Should AI briefings be delivered by internal staff or external experts?

  A blend works best. Internal ownership ensures relevance and continuity, while occasional independent external input can add perspective. Programmes led entirely by vendors risk being biased toward specific products rather than the board's actual oversight needs.