AI Collaboration Lab for Teams

Most teams are already using AI. But very few teams have a shared way to know whether AI is actually helping them work better.

AI Collaboration Lab for Teams helps knowledge-work teams turn scattered AI use into shared capability.

This is not prompt training. It is a guided, experiential Lab for teams that want shared practices, better judgment, lightweight governance, and continuous learning.

By the end, your team will have a clearer way to frame work, collaborate with AI, share what works, measure progress, and keep improving together.

Build Shared AI Capability on Your Team

Most AI training focuses on individual skill. That matters, but it is only one layer.

Teams need something deeper. They need shared language. Shared practices. Shared artifacts. A way to tell whether AI is improving the work or simply making activity happen faster.

That is what this Lab is designed to create.

The Experience

The Lab begins with a five-dimension team capability assessment. Each live Studio then develops one capability through guided practice, reflection, and field experiments.

Teams do real work together, look at what happened, and turn their discoveries into practical habits and reusable working agreements.

The Lab is offered online in either five half-day sessions or five weekly sessions.

The Transformation

The goal is not simply to use AI more.

The goal is to become a more capable team.

The Five Team Capabilities

• Intent Framing: clarity of inputs.
• Collaborative Prompting: interaction patterns.
• Iterative Exploration: iteration and rework.
• Shared AI Workflows: shared AI practices.
• Governance & Learning: governance and measurement.

What You’ll Learn

• Assess your team’s AI collaboration capability across five practical dimensions.
• Frame intent, context, constraints, and success criteria more clearly before using AI.
• Practice interaction patterns that turn AI from a response engine into a thinking partner.
• Use iterative exploration to refine ideas, compare options, and reduce hidden rework.
• Turn individual discoveries into shared workflows, templates, examples, and agreements.
• Make AI-assisted work more visible, trustworthy, and easier to improve.
• Build lightweight governance and reflection loops without creating unnecessary bureaucracy.

Who This Is For

Knowledge-work teams, managers, directors, and team leads who want AI to become part of how their teams think, decide, coordinate, and improve.

Especially useful for leadership teams, product teams, operations teams, marketing teams, HR teams, learning teams, sales enablement teams, and cross-functional groups doing complex collaborative work.

No technical background is required. Bring curiosity, openness, and a willingness to look honestly at how your team works.

About the Instructor

David Scott Bernstein is a software developer, author, trainer, and founder of The Passionate Programmer. He has trained more than 10,000 professionals in better ways of thinking, collaborating, and building changeable systems.

David’s work focuses on helping people reclaim agency in a changing world of work. His AI Collaboration Labs are grounded in the belief that AI becomes most valuable when it helps people think more clearly, work more skillfully, and learn together.

About AI Collaboration Labs

AI Collaboration Labs are live experiential learning experiences where participants work directly with AI and each other to explore new ways of thinking, creating, deciding, and collaborating.

The Labs are guided practice environments. Participants experience a new way of working, reflect on what happened, extract the lesson, and leave with artifacts they can reuse in their real work.

Next Steps

If your team is already using AI but lacks a shared way to evaluate and improve that work, this Lab gives you a practical place to begin.

Ready to move beyond isolated prompting and start integrating AI into real operational workflows?

Join an AI Collaboration Lab and begin developing practical human-AI collaboration practices that improve communication, planning, engagement, and organizational effectiveness.

Bring a Collaboration Lab in house for your team or group. Contact me to learn more.