How to Run an AI Adoption Workshop at Your Company Offsite

Most companies have rolled out AI tools by now. Far fewer have gotten their people to actually use them well. In most teams, a few power users have built AI into everything, many people use it occasionally, and some haven't really started.

An offsite is one of the best places to close that gap, and an AI adoption workshop is one of the most useful workshop ideas for teams right now. This guide shows how to run one: the goals, the prep, a 3-hour agenda, hands-on exercises for each team, and how to keep adoption going after everyone flies home.

Key Takeaways

• An offsite gives people what AI adoption needs most: dedicated time, peer learning and a safe place to practice.
• Set clear goals and simple fluency levels before the workshop, and confirm which tools and company AI guidelines apply.
• Use real tasks from each team instead of generic examples, and let colleagues coach each other.
• Keep it hands-on: a 3-hour block with short demos, team exercises, a show-and-tell and personal commitments.
• Keep momentum after the offsite with adoption goals, internal champions and a regular show-and-tell.

Why an offsite is the right place for AI adoption

AI adoption usually stalls for three reasons: people don't have time to experiment, they don't know where to start, and they don't want to look behind. An offsite solves all three:

• Time. People are away from their inboxes, with a protected block to practice.
• Peer learning. Watching a colleague solve a real problem in two minutes is more convincing than any training video.
• Safety. It's easier to ask "basic" questions in a small group of teammates than in a company-wide training.

Before the workshop

Set goals and fluency levels

Decide what success looks like. At Offsite's "Unfiltered" conference, people leaders shared a practical approach: define what a beginner, an everyday user and an advanced user look like at your company, so "be more AI-forward" becomes a concrete goal. Set a target, such as getting everyone to use AI weekly for at least one core task.

Confirm the tools and guidelines

Make sure everyone has access to the approved tools before the offsite, with logins working. Confirm your company's AI guidelines, such as what data people can and can't use, and share them at the start of the workshop. If you don't have guidelines yet, agree on them with your leadership and legal or security teams before the offsite rather than during it.

Gather real tasks

Survey the team a few weeks ahead: how often they use AI, what they use it for, and two or three repetitive tasks in their job that take the most time. Those tasks become the workshop exercises.

A 3-hour AI adoption workshop agenda

The workshop fits into a standard offsite agenda as a half-day block, ideally in a morning when energy is high.

Hands-on exercises by team

Use real work, not toy examples. A few starting points:

• Sales: research an account before a call, draft a personalized follow-up, or summarize a call transcript into next steps.
• Marketing: turn one piece of content into several formats, draft campaign briefs, or analyze survey responses.
• Product and engineering: summarize user feedback into themes, draft specs from notes, or explain unfamiliar code.
• Operations: turn messy notes into a process document, or build a checklist from a long policy document.
• People and HR: draft job descriptions, onboarding plans or internal announcements.
• Leadership and Chiefs of Staff: turn meeting notes into decisions and owners, or prepare briefing documents.

Planners can use the same approach for their own work, the way AI event planning tools can speed up drafting agendas and attendee communications.

How to run it well

• Use peer coaches, not lecturers. Your power users make the best teachers. Put one at each table.
• Mix skill levels. Pair beginners with experienced users so everyone learns something.
• Make it safe to be new. Leaders should share their own early, clumsy attempts. It gives everyone else permission to try.
• Check outputs together. Show people how to review AI output for accuracy and tone, not just how to generate it.
• Keep it practical. Skip long talks about the future of AI. People engage when they leave with something they can use on Monday.

After the offsite: keep adoption going

The workshop builds momentum, but adoption happens in the weeks after. To keep it going:

• Tie it to goals. If AI adoption is a priority, build it into team goals during annual planning, so it shows up in what you measure.
• Name internal champions. Ask your power users to run office hours or a dedicated channel for questions.
• Hold a monthly show-and-tell. Ten minutes in a team meeting where someone shares a new workflow.
• Follow up on commitments. Check in on the tasks people chose at 30 days.
• Track a few simple measures, such as weekly active users of your AI tools or the number of shared workflows.

Conclusion

An AI adoption workshop turns your offsite into the moment the whole team gets comfortable with AI. Set goals and simple fluency levels, confirm tools and guidelines in advance, and build the workshop around real tasks from each team, with colleagues coaching colleagues. Then keep adoption going with goals, champions and a regular show-and-tell. For more practical ideas on bringing people along, watch Offsite's webinar, The Human Side of AI Enablement. Offsite can plan the offsite around your workshop, from a venue with great Wi-Fi and breakout rooms to the full agenda.