Bias workshop with AI considerations

This session took us deep into the world of cognitive bias and its influence on Agile decision-making. Through a blend of real-world scenarios, group analysis, and hands-on exercises, participants experienced firsthand how even seasoned professionals can be confidently wrong.

Here’s what we explored together:

Real-World Scenarios
We tackled authentic Agile situations where bias hides beneath the surface—backlog refinement shaped by anchoring, sprint planning influenced by confirmation bias, retrospectives colored by availability bias, and more. These examples revealed how easily bias slips into everyday team activities.

Bias Detective Work
As a group, we dissected user stories, stakeholder feedback, risk assessments, and AI-supported decisions to expose the subtle (and not-so-subtle) cognitive traps at play. We also examined how AI tools can amplify blind spots just as easily as they help avoid them.

Practical Debiasing Toolkit
Through rapid, hands-on exercises, participants practiced techniques drawn from behavioral science and facilitation: structured decision frameworks, perspective-taking, devil’s advocate protocols, and lightweight cognitive checkpoints that fit seamlessly into Agile ceremonies.

Active Engagement
The workshop sparked lively debate, challenged assumptions, and revealed just how misleading intuition can be—even for experienced practitioners. It was an honest, energizing exploration of clearer thinking and smarter decisions.

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