Insights, tutorials, and updates on AI-powered workshops and product development
Bad workshops rarely fail because of bad ideas. They fail because teams skip alignment on the problem, constraints, and decision rules. This is how workshops quietly derail before ideation even begins.
AI is best when it multiplies the set of high quality options for teams to choose from. Give AI the job of exploring possibilities and surfacing trade offs rather than asking it to pick the final path.
Most ideation workshops fail not because teams lack creativity, but because the process collapses under bias, social dynamics, and poor structure. This article breaks down the real failure modes and what reliably fixes them.
Brainstorming is great at generating ideas, but often poor at producing decisions. This article explains the difference between brainstorming and structured ideation, and why structure is what turns creativity into outcomes.
Many ideation workshops generate energy, ideas, and sticky notes, but still fail to produce clear decisions. This article breaks down why that happens and how to structurally fix it.