Jordan Wine Estate. November 2025. A room of professionals who had built long careers without AI — and two days to change that. Here is what actually happened.
We had been planning the AI Advantage retreat format for months. The curriculum was built. The activities were tested. The venue — Jordan Wine Estate in Stellenbosch — was booked. But no amount of planning tells you what actually happens when experienced professionals sit down with AI tools for the first time in a structured environment.
This is what we learned.
The first retreat drew a mix of professionals that reflected exactly the audience AI Advantage is built for. There were senior managers, a retired educator, a few independent consultants, a couple of entrepreneurs and several professionals from corporate backgrounds who had been hearing about AI for months but had never sat down with it in any meaningful way.
The age range skewed older, which was by design. Not because younger professionals do not need this training — they do — but because the professionals who feel most left behind by the AI conversation are typically the ones with the most experience. They have built careers on expertise and judgment. The idea that a free tool on the internet might do in ten minutes what they have spent years learning to do is genuinely unsettling.
Several participants told us afterwards that they had almost not come. Too busy. Not sure it was relevant to them. Worried about looking foolish in front of a group. That last one came up more than once.
The first hour was careful. People typed tentatively. Prompts were short and polite — as if they were worried about being rude to the AI. Results were cautious and often generic, partly because the prompts were cautious and generic.
The turning point in most cases was the same: the moment a participant stopped asking the AI to do something abstract and asked it to help with something specific and real from their own work. A consultant who had been struggling with a client proposal for days pasted the brief into Claude and asked it to draft an executive summary. A manager who had three reports due typed out the raw data and asked for a structured summary. A school principal who had been putting off a difficult parent letter asked for a first draft.
In every case, what came back was not perfect. But it was a start. And a start that took thirty seconds rather than thirty minutes changed something in the room. The conversation shifted from “I wonder if this could be useful” to “I wonder what else it can do.”
We expected scepticism. We got it. What we did not fully anticipate was how quickly that scepticism converted once something real happened. There was no gradual warming up. It was a step change — and it was different for each person, triggered by a different activity at a different moment.
We also underestimated how much the venue contributed to the learning environment. Jordan Wine Estate is not a conference centre. It is a place people associate with taking time to think. Participants were away from their desks, away from their inboxes, in a setting that communicated that this time was worth investing. Several people commented on this directly. One participant said it was the first time in years she had given two full days to her own professional development without feeling guilty about it.
The group dynamic mattered more than we expected. When one person had a breakthrough — produced something genuinely useful, gasped slightly, showed the screen to the person next to them — it raised the energy in the room. People tried harder. Asked bolder questions. Were less worried about looking foolish because everyone was figuring it out together.
The participants who had the most dramatic shifts were not the youngest or the most tech-comfortable. They were the ones who knew their own work the best. Deep domain expertise turns out to be an enormous advantage when working with AI — because you can immediately judge whether what it produces is useful, and you know exactly how to redirect it when it is not.
The second day had more momentum than the first, which is what you want. But some participants arrived on day two still in the tentative mode they had finished day one in. We have since built a short five-minute reflection at the end of day one specifically to help people articulate what shifted for them, so they carry that clarity into day two rather than arriving fresh and starting over.
We also found that a handful of participants needed more time than the activities allowed for one or two specific tools. The solution is not to slow down the retreat — it is to make the thirty-day LMS access more prominent from the start, so participants know they are not expected to master everything in the room.
The fundamental design assumption behind AI Advantage was validated completely: experienced professionals are not behind. They are underserved. The AI tools exist. The free access exists. What has been missing is a structured, facilitated environment where they can encounter the tools without the pressure of having to figure everything out alone.
Give them that environment and two days of focused practice, and the question stops being “whether” and starts being “how much.”
The next retreat is already being planned. If you would like to be notified when dates are confirmed, register your interest at gemis.tech.
AI Advantage retreats run at premium venues across South Africa. Dates are confirmed based on registered interest. Register yours and we will notify you when the next retreat in your region is scheduled.