I’ve seen it click when the conversation in the room changes. Instead of debating which number is right, teams start debating what to do next. The dashboard stops being a reporting artifact and becomes a shared reference point people pull it up mid-discussion, test scenarios, and decisions get made faster because everyone trusts the metric and knows who owns it.

The other signal is behavior change outside meetings. When teams proactively adjust actions based on a metric before leadership asks that’s when BI is actually working. If dashboards only come out during reviews, BI is decorative. When they quietly shape daily priorities, trade-offs, and accountability, that’s when you know it’s doing its job.