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Available in Seoul and across KoreaKorea put both halves of the question side by side, and the gap between them is the finding: 38.8 per cent of jobs technically automatable, 2.7 per cent of firms actually adopting. Almost every number in this field measures the first and gets discussed as though it described the second.
Rahim Hirji is available for in-person AI keynotes in Seoul, South Korea, and for online sessions worldwide. He is a London-based keynote speaker specialising in AI and human judgement, and the author of SuperSkills (Kogan Page, 2026). He founded the skills platform EtonX, later acquired by Eton College, and led Quizlet’s international growth across more than 60 countries.
Korea Development Institute, 800-firm surveyRead at the issuing body’s own page, and quoted in full below.
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A feel for the room before you put me in front of yours.
Every keynote is tailored after a briefing call, and the larger engagements start before the day rather than on it: a diagnostic of the client's own people, so the room hears its own evidence rather than somebody else's. What the room leaves with is written down.
What that has looked like: a survey of fifty of a client's own people run BEFORE the session, to find where judgement had already been handed to tools they had built themselves, read back to the executive team in their own words, then a workshop in which they named four or five of their own processes and rebuilt them; and a division of a very large company permitted exactly one AI tool, which after the constraint was examined moved to a multi-tool sandbox with different functions choosing different models, then repeated across further divisions.
Six of the seven engagements published on this site produced further work after the session rather than at it. The seven are set out in full at case studies, each with a line saying what it does not show.
How to read these examples. They are published to show how the work is put together, not as a client list for Seoul. Most engagements are covered by confidentiality and are described without naming anyone; where a client is named anywhere on this site, it is with their agreement.
The Korea Development Institute scored 38.8 per cent of Korean jobs as technically automatable across more than 70 per cent of their tasks. Its survey of 800 firms with ten or more staff found actual adoption at 2.7 per cent.
Those are not competing estimates. They measure different things: what a technology could in principle do, and what organisations have in practice done. Almost every widely circulated figure in this field is the first kind, and almost every boardroom conversation treats it as the second. A Korean audience has its own national institute's work to make the point with.

The realised effects are the ones worth carrying into a board meeting: no aggregate employment change, lower earnings, and the impact concentrated on younger, tertiary-educated workers and on women.
France's national statistics office found the same shape independently, with employment of 15 to 29 year olds excluding apprentices down 7.4 per cent year on year in IT services. Two countries, two methods, one silhouette, and it runs opposite to what twenty years of automation commentary trained everyone to expect. The story was never mass unemployment. It was the quiet removal of the first rung.
That is the mechanism at the missing rungs, and the debt it accrues is at capability debt.
AI rarely takes a whole job. It takes the first draft, the initial analysis, the routine review. Those were also the tasks through which people built the judgement that made them senior. The work still ships, the output often improves, and nothing triggers an alarm.
The question for a leadership team is therefore about mode rather than adoption. Is the organisation drifting into AI through a thousand small reasonable decisions nobody quite made, or designing it by deciding in advance where human judgement has to remain? Drift asks nothing of you. That is what makes it the default.
Boards, executive committees, conglomerate leadership, and corporate and association conferences in Seoul and across Korea. Delivery is in English only. Simultaneous interpretation is arranged by the host where required, and the session is structured to work with it. Rahim travels from London, and where travel is not practical the same session is delivered online. He can travel to the region or deliver virtually across all time zones.
Three keynotes, all versions of one argument. Drift versus Design is the signature talk for boards and executive teams. We Are Superheroes covers the seven human skills that grow more valuable as the tools spread. WTH, What the Human is a live judgement test for boards, run in the room, December to March only. Full descriptions are at keynotes.
A Korean-language summary of this argument is at the Korean page, published in Korean because the reader reads Korean, not because the keynote is delivered in it.
Two geography flags. KINTEX is in Goyang and Pangyo is in Seongnam, both in Gyeonggi rather than Seoul, so a delegate flown into Incheon for a Seoul event and sent to either will notice, and your Seoul room block stops making sense.
Korea gazettes its two lunar festivals annually and each is a legislated three-day block with a substitute-holiday mechanism. In 2026 the issuing body puts Seollal at 14 to 18 February and Chuseok at 24 to 27 September, with 70 public holidays in the year.
The practical stand-down is wider than the gazetted days, and this is convention rather than law: bridging leave either side, and a travel crush that makes the adjacent days unusable for anything needing national attendance. Korean firms conventionally avoid the fortnight straddling either festival. There is also a real mechanism for temporary holidays declared at a few weeks’ notice to bridge awkward gaps, which cannot be planned around, so build on the gazetted dates and accept a day may be added late.
Recurring fixtures at COEX include the Korea Electronics Show, 13 to 16 October 2026, and Smart Life Week, 6 to 8 October 2026, hosted by the metropolitan government. Seoul Fintech Week runs 26 to 28 October 2026 at Conrad Yeouido, and the choice of Yeouido over Gangnam is itself the signal: securities and the National Assembly on one island.
Rahim Hirji speaks in Seoul in English on AI, work and human judgement. He is the author of SuperSkills (Kogan Page, 2026) and founded EtonX, the online learning venture of Eton College. His Korea material comes from the Korea Development Institute rather than from vendor research. Simultaneous interpretation is arranged by the host where required.
The Korea Development Institute's survey of 800 firms with ten or more staff found actual adoption at 2.7 per cent, against 38.8 per cent of Korean jobs scored as technically automatable across more than 70 per cent of their tasks. The two numbers measure different things, and the gap between them is the finding.
No aggregate employment change, lower earnings, and the impact concentrated on younger, tertiary-educated workers and on women. France's national statistics office found the same shape independently, which makes the pattern harder to dismiss as a single-country artefact.
Three to six months ahead for an in-person date in Seoul. Shorter is often possible for a virtual session, and sometimes in person where the diary is free and the talk already exists in the form you need. Ask earlier rather than later. There is one of him, he carries advisory clients and other commitments alongside the speaking, so not every date can be taken.
Fees are not published, and not withheld to create a negotiation. Indicative bands are set out at what an AI keynote speaker costs, and the enquiry form asks for a budget band, so nothing here depends on you guessing first. What they depend on is whether the talk already exists in the form you want or has to be built for your audience, and how much preparation the brief implies. Tell us the room, the date, the audience and what you need them to do differently, and you will get a number quickly. Schools, universities and charities are quoted differently. On travel there is one rule: outside London you book it and you pay it, because your rates are better than his and nobody is out of pocket waiting on a reimbursement. From London Heathrow to Seoul that means a business-class fare, arrival the night before, and normally two nights in a standard room at or near the venue. A London booking carries no travel, accommodation or expenses at all.
When the decision has already been made and the session exists to announce it. When the audience has no authority over their own work, because the talk asks them to decide which repetitions are worth keeping. When the slot runs under twenty-five minutes, because the turn needs setting up. And when the session follows a vendor pitch, since order matters more than programmes usually assume. Where the conditions are wrong we will say so, and sometimes that means reshaping the session. Occasionally it means recommending somebody else.
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Part of speaking across Asia. See also Tokyo and Singapore. The parent page for all of this is AI keynote speaker. Browse every topic, audience and region, or take the speaker pack to whoever is running the day. Every engagement delivered so far, with the dates checkable at each organiser, is at the speaking record. AI 기조연설자 가이드(한국어).
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