Across our customer base, nearly every utility leader has heard a similar request: the business needs to understand why a high-value customer segment is seeing rising arrears, which assets should be prioritized for maintenance, where outreach could prevent avoidable calls, or how to identify meter exceptions before they delay billing. The request is not for another report. It is for an outcome: faster resolution, better prioritization, lower risk, and more confident action.