Collaboration Bottleneck

As AI spreads across your company, shared context becomes the constraint.

When it is time to handoff learnings to another team, the new team has to entirely reconstruct the context before it can act.

It turns scattered implicit tribal knowledge into a compounding learning system. Each team benefits from the learnings of the last accelerating iteration tempo.