The panel, moderated by Dennis Barton, sponsored by Abstrakt, examined why most collection KPIs fail to provide meaningful insights. Traditional dashboards often measure activity—like call volume or dials—rather than outcomes that truly drive recovery. Panelists emphasized the importance of consumer-centric metrics, agent engagement, and predictive analytics. As Kristyn Leffler noted, “It’s difficult to overestimate the impact of a happy agent on a successful call.” Greg Reffner added, “I don’t want to chase a feeling, I want to chase behaviors.” The discussion highlighted the need for KPIs that reflect sustainable recovery, consumer trust, and actionable forecasting.
Brandon Gilbert urged the industry to consider the consumer’s perspective: “What if your consumer was building your dashboard?” He pointed to kept payment plans as a leading indicator of success. Trey Hall stressed predictive measures, such as SMS deliverability, that help anticipate tomorrow’s outcomes rather than just reporting yesterday’s. The panel agreed that KPIs must evolve to measure behaviors, engagement, and consumer outcomes in order to remain relevant in today’s omni-channel, AI-enabled environment.
🧠 Key Takeaways:
- Reevaluate KPIs: Audit dashboards to eliminate vanity metrics and focus on measures that drive recovery outcomes, such as kept payment plans.
- Consumer-Centric Focus: Shift from staff activity metrics to consumer behavior and engagement, ensuring strategies align with sustainable repayment.
- Predictive Analytics: Use historical data to build forward-looking models, but continuously validate KPIs to ensure they correlate with monetization and future success.
This summary positions the webinar’s insights as actionable guidance for collection leaders seeking to modernize their KPI frameworks and improve recovery performance.
