In my experience, BI becomes actionable only when it shows up at the decision moment and is clearly owned. The times it really worked were when one metric was tied to one decision-maker, and the insight was framed as “here’s the trade-off if we choose A vs B,” not just a trend line. When BI failed, it was usually because data arrived after the decision was emotionally made, or because multiple teams debated definitions instead of acting.