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The pitch for AI at a winery almost always arrives as a time number. Buy the licenses and your DTC coordinator gets four hours a week back. Your tasting room manager stops losing Friday afternoons to visit recaps. The webinar slide says it, the vendor says it, and it is not a lie — controlled…
Most AI rollouts in wineries fail on the calendar before they fail on anything else. The day a leader writes "kick-off Monday" on her notepad determines whether the rollout finishes or stalls, and most leaders pick that Monday on the basis of when budget cleared rather than when the team will be able to take…
When a winery owner asks me where AI will land first on her team, I do not start with a list of tools or a list of departments. I start with one question about each role on the org chart: does the daily work of this person live in writing, on a screen, or does…
The first hour of a Monday morning in a tasting room is mostly cleanup from the weekend and prep for the week. Glassware racks to reset and the open-bottle list to walk through with the cellar before the staff who come on at eleven arrive. There is a familiar shape to it. The shape does…
This post is the worked version of the previous one. The 90 minutes that matters most argued that a leader's single highest-leverage move in an AI rollout is to sit down with the first champion and build the starter folder together. This post shows what that folder looks like in practice. Everything below is a…
Most winery owners I talk with want to know which AI tool to buy, which prompt library to copy, which 30-day plan to follow. The single highest-leverage move in the whole rollout is none of those. It is 90 minutes, in person, with one employee, before day one of the play starts. Those 90 minutes…
Klarna was the first global brand to publish a retrospective on how its AI rollout went, and the most useful thing about the document is what it does not flatter. Ninety percent of staff are using AI daily, which is the number that gets quoted. The patterns underneath that headline are more interesting, and most…
When a winery leader asks me how their AI rollout is going, the honest version of the answer lives inside four numbers from research published in the last twelve months. None of the four are vibes. Each has a specific source, a specific study size, and a specific implication for a winery with somewhere between…
The activities menu is the part of an AI rollout most owners want to talk about first and should think about last. I get the appeal. Activities feel concrete and culture-shaped in a way that a 60-day plan does not. The trouble is that most of what the AI vendors and HR consultants reach for…
The single most useful 15 minutes in a winery's AI rollout happens on Friday afternoon, with the team standing around a counter, holding paper coffee cups, while one person walks through one thing she did with AI that week. No projector and no Slack channel. The whole ritual fits inside the time between the last…
