--- title: Your AI rollout has a plan. Does it have a story? description: Every AI rollout has an official story and an emergent one. How a leader finds the stories a team already tells, and brings the two together. image: https://managementkits.com/hubfs/Management-Kits_Two-Stories-In-The-Gap.png --- [Skip to content](https://managementkits.com/blog/change-story-ai-rollout#main-content) ![Management Kits](https://managementkits.com/hubfs/Element%201_svg.svg) - [The MK Practice](https://managementkits.com/practice) - For organizations Show submenu for For organizations - [Companies and teams](https://managementkits.com/enterprise-solutions) - [International schools](https://managementkits.com/education) - [Blog](https://managementkits.com/blog) - [About](https://managementkits.com/about) Open main navigation Close main navigation - [The MK Practice](https://managementkits.com/practice) - For organizations Show submenu for For organizations - [Companies and teams](https://managementkits.com/enterprise-solutions) - [International schools](https://managementkits.com/education) - [Blog](https://managementkits.com/blog) - [About](https://managementkits.com/about) - [Contact us](https://managementkits.com/blog/change-story-ai-rollout#contact) [Contact us](https://managementkits.com/blog/change-story-ai-rollout#contact) 10 Nov 2026 # Your AI rollout has a plan. Does it have a story? Share this blog: [LinkedIn](http://www.linkedin.com/shareArticle?mini=true&url=https://managementkits.com/blog/change-story-ai-rollout) [Twitter](https://twitter.com/intent/tweet?url=https://managementkits.com/blog/change-story-ai-rollout) [Email](mailto:?body=https://managementkits.com/blog/change-story-ai-rollout) **AI didn't wait for your rollout. The people in your team use it at home, read about it every day, and have already made up their minds about what it means for their jobs. The rollout plan lands in the middle of that sensemaking, and what it rarely brings is a story that connects it to the work in your team: what changes, what stays, and why. There is always an official story and an emergent one, and the leader's work is to bring them together. This note shows how to find out which stories your team is already telling.** By the time the programme deck arrives, nobody in your team is meeting AI for the first time. Some use it every evening, for their own projects or their children's homework. Some have read three articles this week about the jobs it will replace. One has quietly used it for the monthly report since spring and isn't sure she is allowed to. Each of them already has a story about what AI means for them. The plan announces a tool, and they are long past the tool. In the leadership teams we work with, the official plan is rarely the first word people hear about AI. It is usually the latest. ## Why does a plan not do the job of a story? A plan says what is supposed to happen when. A story says why now, what an ordinary Tuesday will look like afterwards, what people keep and what they lose, and what is being asked of them this month – and it manages the inevitable insecurity that comes with rapidly evolving AI at the same time. The plan is written once, at programme level, and maybe cascaded into units and teams. The story, to be effective, has to be told inside the team, by the person the team trusts, and retold in dialogue until the questions stop changing. ## Five things a change message has to carry What a change message has to carry is well studied. Armenakis and Harris ([2002](https://doi.org/10.1108/09534810210423080)) condensed two decades of their work on readiness for change into five things people need to believe: 1. that there is a real gap 2. that this response fits it 3. that we are able to make it 4. that the people who matter stand behind it 5. that there is something in it for the person listening Many AI announcements we see carry the first, usually as a market statistic. The other four are left to the coffee machine. And the telling is short by a wide margin: looking at transformation efforts that failed, Kotter estimated that **leaders under-communicate the change by a factor of ten** ([Kotter, Harvard Business Review, 1995](https://hbr.org/2007/01/leading-change-why-transformation-efforts-fail)). For an AI rollout, the story has one more job, and it is the one that matters most. The questions of the last three notes land in the team as questions about the story. Who may overrule the tool, [the subject of our second note](https://managementkits.com/blog/who-may-overrule-the-ai), is a sentence your team needs to be able to say. So is who gets a say in redesigning the work around it, [the subject of our third note](https://managementkits.com/blog/employee-resistance-to-ai), and what the saved time and the new work are for, [which the last note was about](https://managementkits.com/blog/time-saved-by-ai). If those sentences don't exist, the stories people already carry fill the gap, and many of them are about headcount. At Management Kits we take a clear position here. **Every AI rollout has two stories: an official one, given from above, and an emergent one, made in the team.** The official story is always there, even when nobody wrote it on purpose: the deck, the training invitation and the licence count tell it. The emergent story is the one your people tell each other. The leader's work is not to replace one with the other, but to bring them close enough that people can act on them. Where they drift apart, it is usually because the official story is silent on the decisions that matter in the team, such as who may overrule the tool and what the saved time is for. Better wording will not close that gap; taking those decisions will. The part both stories tend to leave out is what stays. People can carry a lot of change when they know what they can still stand on. *Working on this in your own organization? [See how the MK Practice works →](https://managementkits.com/practice?utm_source=blog&utm_medium=cta&utm_campaign=p1-practice&utm_content=pn05-mid)* ## How do I build a change story for an AI rollout? Not with a better announcement, but by learning on your own team, and it starts the same way for everyone. First, write down your own current beliefs: what AI means for your business, what it will do to it, and where its opportunities lie. That is your part of the story, before anyone else's. Then, for a week, note what people say about AI when it comes up without you raising it, in their own words: that shows you the emergent stories and what feeds them. Finally, put them next to the official story and your own, and mark where they differ, and where nobody has an answer at all. That tells you whether the gap is in the telling, or in decisions nobody has taken. What comes next depends on what you find. If the gap is in the telling, it can be a one-page story, told – in dialogue – to a few people including a sceptic, and revised until it comes back in their words. If it is in decisions nobody has taken, the questions go upwards first, because no story can answer them. In our work with leadership teams, the week of listening is what changes the room: leaders expect to hear confusion, and usually hear a clear story (depending on the quality of the dialogue, which is largely determined by organizational culture and routines), just not theirs. In the MK Practice, all of these steps are put together for your situation: writing down your own view, the week of listening, comparing the emergent stories with the official one, writing the one-page story, telling it in dialogue, listening again two weeks later, or taking the open decisions upwards. They come from the working topics of our Organizational Change kit, such as Define interventions to involve stakeholders and the communications plan, and go onto your work agenda for review. The pair of sensegiving and sensemaking comes from Gioia and Chittipeddi; see [our post on Gioia and Chittipeddi](https://managementkits.com/blog/change-doesnt-start-with-a-plan.-it-starts-with-meaning). So before the next training date goes out, spend a week listening to what your team already says about AI. The plan will mean something to them once it answers the stories they are already telling. Learning works the same way, by the way: a learning plan is only useful when it is written around the person's own situation, which is how we build every journey in the MK Practice, with AI doing the drafting and a practitioner standing behind it. The last note in this series is about where AI transformation actually starts: not at the top, but in one unit with one problem. You don't read a practice. You run it. The MK Practice is a structured process you run on your own organization: a diagnostic that reads where your unit needs work first, working topics like the ones in this series, a work agenda that keeps the moves coming, and a practitioner who looks at your problem within 48 hours. Founding Member: USD 990 a year, 30-day money-back guarantee. [See how the MK Practice works →](https://managementkits.com/practice?utm_source=blog&utm_medium=cta&utm_campaign=p1-practice&utm_content=pn05-change-story) *Want to talk it through first? [Book 20 minutes with a Management Kits team member](https://calendly.com/managementkits-demo/talk-first?utm_source=blog&utm_medium=cta&utm_campaign=p1-practice&utm_content=pn05-call). Running it with a whole leadership team? [See the MK Practice for organizations](https://managementkits.com/enterprise-solutions?utm_source=blog&utm_medium=cta&utm_campaign=p1-practice&utm_content=pn05-org).* [Leadership](https://managementkits.com/blog/tag/leadership), [Organizational Change](https://managementkits.com/blog/tag/organizational-change), [AI transformation](https://managementkits.com/blog/tag/ai-transformation) ## Related posts [![An electrical resistor symbol in a line that splits into four parallel resistors, one of them highlighted in blue](https://managementkits.com/hs-fs/hubfs/Management-Kits_One-Word-Four-Kinds.png?height=200&name=Management-Kits_One-Word-Four-Kinds.png)](https://managementkits.com/blog/employee-resistance-to-ai) [Leadership](https://managementkits.com/blog/tag/leadership), [Organizational Change](https://managementkits.com/blog/tag/organizational-change), [AI transformation](https://managementkits.com/blog/tag/ai-transformation) ## [Your team is not resisting AI. It is resisting being redesigned without a say.](https://managementkits.com/blog/employee-resistance-to-ai) [Olaf Bach](https://managementkits.com/blog/author/olaf-bach) 2 Nov 2026 What looks like employee resistance to AI is, more often than not, resistance to being redesigned... [Read more](https://managementkits.com/blog/employee-resistance-to-ai) [![](https://managementkits.com/hs-fs/hubfs/Imported_Blog_Media/42-LDK-Compass-Blog-3.png?height=200&name=42-LDK-Compass-Blog-3.png)](https://managementkits.com/blog/2018/05/31/how-to-use-principles-to-guide-your-organization-design-work) [Organizational Structure Kit](https://managementkits.com/blog/tag/organizational-structure-kit), [Organization design](https://managementkits.com/blog/tag/organization-design), [2018](https://managementkits.com/blog/tag/2018), [Design Principles](https://managementkits.com/blog/tag/design-principles) ## [How to use principles to guide your organization design work](https://managementkits.com/blog/2018/05/31/how-to-use-principles-to-guide-your-organization-design-work) [Olaf Bach](https://managementkits.com/blog/author/olaf-bach) 31 May 2018 Defining principles at the beginning of your design work helps to align your team and stakeholders... [Read more](https://managementkits.com/blog/2018/05/31/how-to-use-principles-to-guide-your-organization-design-work) [![A clock whose rim has small gaps; some segments are grey, some blue: the same hour, refilled with different work](https://managementkits.com/hs-fs/hubfs/Management-Kits_Same-Hour-Refilled.png?height=200&name=Management-Kits_Same-Hour-Refilled.png)](https://managementkits.com/blog/time-saved-by-ai) [Organizational Design](https://managementkits.com/blog/tag/organizational-design), [Leadership](https://managementkits.com/blog/tag/leadership), [AI transformation](https://managementkits.com/blog/tag/ai-transformation) ## [AI saves your team minutes and opens up new work. Someone has to decide what the job becomes.](https://managementkits.com/blog/time-saved-by-ai) [Olaf Bach](https://managementkits.com/blog/author/olaf-bach) 5 Nov 2026 AI does two things to your team's work. It makes some activities faster, and it lets people do... [Read more](https://managementkits.com/blog/time-saved-by-ai) Copyright © 2023 by Management Kits AG ```json { "@context" : "https://schema.org", "@type" : "BlogPosting", "author" : { "@type" : "Person", "name" : "Olaf Bach", "url" : "https://managementkits.com/blog/author/olaf-bach" }, "dateModified" : "2026-11-10T09:11:55.513Z", "datePublished" : "2026-11-10T09:11:55.000Z", "headline" : "Your AI rollout has a plan. Does it have a story?", "image" : [ "https://managementkits.com/hubfs/Management-Kits_Two-Stories-In-The-Gap.png" ], "mainEntityOfPage" : { "@id" : "https://managementkits.com/blog/change-story-ai-rollout", "@type" : "WebPage" }, "publisher" : { "@type" : "Organization", "logo" : { "@type" : "ImageObject", "url" : "https://managementkits.com/hubfs/Element%201_svg.svg" }, "name" : "Management Kits AG" } } ```