Why 2 PM Is a Bad Time to Call
If your 2 PM calls often go unanswered, the data explains why. Mid-afternoon is a period when contact rates naturally drop. People are less focused, more distracted, and more likely to ignore unknown calls.
Why 2 PM Misses More Often
Energy dip after lunch. Attention drops, meetings stack up, and calls get deprioritized.
Routine conflicts. School runs, errands, internal meetings, and “Do Not Disturb” windows reduce availability.
Perceived intrusion. When someone is busy, a collection call feels disruptive.
Disruption leads to lower contact rates, reduced right-party contact (RPC) rates, and more complaints or opt-outs.
How AI Optimizes Contact Strategy
AI doesn’t rely on fixed calling windows. It uses behavioral data to improve contact and conversion performance.
AI systems:
Analyze individual engagement patterns. Who answers at 8 AM? Who responds to SMS at 7 PM?
Optimize contact timing. Instead of “always call at 2 PM,” the system recommends time windows with historically higher contact and RPC rates for that specific customer.
Select the highest-performing channel. If voice underperforms but SMS drives engagement, AI prioritizes SMS.
Escalate intelligently. Complex or sensitive cases are routed to human agents to protect customer experience and improve resolution outcomes.
KPIs to Measure AI-Driven Collections Performance
To evaluate AI effectiveness in debt recovery, monitor:
Contact rate by hour
Right-Party Contact (RPC) rate
Post-contact payment conversion rate (within 48–72 hours)
Opt-out and complaint rate by channel
Average Handle Time (AHT)
First Contact Resolution (FCR) rate
Calling at 2 PM isn’t just inefficient — it can reduce conversion rates and damage customer sentiment.
Let data guide your strategy. Test, optimize, and move from “call more” to “contact smarter.”
If you’d like to explore how AI can improve your collections performance, let’s talk.
Energy dip after lunch. Attention drops, meetings stack up, and calls get deprioritized.
Routine conflicts. School runs, errands, internal meetings, and “Do Not Disturb” windows reduce availability.
Perceived intrusion. When someone is busy, a collection call feels disruptive.
Analyze individual engagement patterns. Who answers at 8 AM? Who responds to SMS at 7 PM?
Optimize contact timing. Instead of “always call at 2 PM,” the system recommends time windows with historically higher contact and RPC rates for that specific customer.
Select the highest-performing channel. If voice underperforms but SMS drives engagement, AI prioritizes SMS.
Escalate intelligently. Complex or sensitive cases are routed to human agents to protect customer experience and improve resolution outcomes.
Contact rate by hour
Right-Party Contact (RPC) rate
Post-contact payment conversion rate (within 48–72 hours)
Opt-out and complaint rate by channel
Average Handle Time (AHT)
First Contact Resolution (FCR) rate

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