Fixing One Payment Journey Carries an Estimated $880K Annual Benefit
The hardest calls in a utility contact center were running long, escalating without resolution, and being made worse by the bill itself
What Are Payment-Arrangement Calls and Why Do They Cost More Than They Should?
Payment-arrangement calls are among the most operationally complex interactions a utility contact center handles. A customer who cannot pay their bill calls to request deferred payments that buy time before a disconnect. The conversation is emotionally loaded from the first second: the caller is in financial distress, the agent must apply a qualification decision they do not control, and a disconnect clock is running in the background. When the answer is no, the conversation must end with clarity and compassion, two things most contact centers never specifically train for.
The cost problem is that these calls are typically measured like any other call type. Handle time is up, resolution is down, and the assumption is that hard calls are simply long. That assumption is usually wrong. The length, the escalations, and the repeat contacts are symptoms of addressable causes, and finding those causes requires looking inside the calls themselves rather than at the summary metrics around them. When utilities do that work, the fixes are rarely where the volume appears.
Client Opportunity
A utility was seeing elevated handle times and poor resolution rates on payment-arrangement calls. Customers who called to request a payment arrangement had to qualify by credit worthiness and other factors, which meant a substantial share of these difficult conversations ended in a denial. The utility could see the volume and the handle times; what it could not see was the mechanics inside those calls.
Standard contact center reporting showed the problem but could not explain it. There was no visibility into what agents were doing during the calls, what knowledge gaps were slowing them down, or whether anything outside the contact center was contributing to the volume. Andrew Reise was engaged to go inside the calls and find out.
The Challenge
The utility's payment-arrangement calls were running long, escalating frequently, and ending without resolution at a higher rate than the call type warranted. The challenges compounded each other: agent behavior made individual calls harder than they needed to be, knowledge gaps made the program difficult to explain, and a billing artifact was quietly generating call volume that no amount of agent coaching could have prevented.

Agents avoiding difficult conversations through escalation
When a customer did not qualify for a payment arrangement, agents were transferring the call to a supervisor rather than delivering the decision directly. The supervisors had no additional authority to change the outcome; the escalation added hold time and extended a difficult conversation, raising the customer's hope only to disappoint them a second time. The behavior was understandable: delivering bad news is hard. But the path agents were taking made the experience measurably worse.
Conversations prolonged by poor call control
On calls where agents did attempt to handle the interaction themselves, unnecessary holds, repeated explanations of the same information, and weak call control were adding significant time. These behaviors did not show up in any metric other than handle time, and handle time alone cannot distinguish a complex case from a mismanaged one.
Thin knowledge coverage leaving agents unable to explain the program
Agents often struggled to explain the payment-arrangement program's options and requirements with confidence. The knowledge base coverage was insufficient, and training had not specifically addressed the moments in these calls where agents needed to be clearest: when explaining qualification criteria and when delivering a denial. The gap created uncertainty that extended the calls and reduced customer trust in the outcome.
A billing artifact generating calls at the source
The most consequential finding was upstream of the contact center entirely. The standard bill format was showing amounts covered by an active payment arrangement as past due. Customers who had enrolled, followed the program correctly, and made their required payments were opening a bill that said otherwise and calling to ask why. No coaching intervention would have addressed this; the calls were structurally inevitable given the bill design.
Our Role
Andrew Reise was engaged to analyze what was actually happening inside the utility's payment-arrangement calls and identify the specific fixes that would reduce handle time, improve resolution, and eliminate avoidable contact.
Contact Center Optimization
The engagement centered on direct analysis of the calls themselves, not summary metrics. Call-level analysis surfaced the specific agent behaviors driving handle time and escalation: avoidance of difficult conversations through supervisor transfer, weak call control, and knowledge gaps that prevented confident explanation of the program. Each behavior was documented specifically enough to support targeted coaching rather than blanket retraining.
The approach to fixing agent behavior was to identify which agents exhibited which patterns and develop coaching interventions matched to those needs: how to deliver difficult decisions crisply and with compassion, and how to master the payment-arrangement program well enough to explain its details without hesitation. The knowledge base and digital resources available to both agents and customers were also strengthened using capabilities already in place, with no new platform required.
Customer Experience
The bill-format finding was routed outside the contact center to the billing function. The recommendation was to investigate billing improvements or statement inserts that would allow customers on a payment arrangement to understand their own bills accurately, removing the structural driver of a category of calls that the contact center could not otherwise prevent. This is the kind of upstream fix that only surfaces when analysis follows the customer experience rather than the contact center's internal metrics .
Industry
Energy and Utilities
Case Study Attribute
Contact Center Optimization / Agent Coaching
Contact Us
What's Really Driving Your Highest-Volume Call Types?
Your hardest call type is holding answers your metrics cannot see. The calls themselves will tell you what is really happening, whether the cause is agent behavior, a knowledge gap, or something upstream of the contact center entirely. That is a question worth answering before the next budget cycle.
Frequently Asked Questions
What are payment-arrangement calls in a utility contact center?
Payment-arrangement calls are among the most operationally complex interactions a utility contact center handles: a customer who can't pay their bill calls to request deferred payments that buy time before a disconnect. These conversations are emotionally loaded from the start, since the caller is in financial distress, the agent has to apply a qualification decision they don't control, and a disconnect clock is running in the background. Because a share of callers won't qualify, many of these calls end in a denial, which makes how the conversation is handled matter as much as the outcome itself.
Why do payment-arrangement calls cost more than other call types?
They cost more because they run long, escalate often, and end without resolution at a higher rate, and standard reporting measures them like any other call without explaining why. The common assumption is that hard calls are simply long, but that's usually wrong. The length, escalations, and repeat contacts are symptoms of addressable causes, and finding them requires analyzing what happens inside the calls rather than the summary metrics around them. In this engagement, that analysis pointed to an estimated $880K in annual benefit once the real drivers were fixed.
How can speech and call analysis reduce handle time on difficult calls?
Call-level analysis reduces handle time by surfacing the specific agent behaviors that inflate it, which summary metrics can't distinguish from genuine complexity. In this case, the analysis identified agents escalating denials to supervisors who had no authority to change the outcome, weak call control with unnecessary holds and repeated explanations, and knowledge gaps that left agents unable to explain the program confidently. Each behavior was documented precisely enough to support targeted coaching for the agents who showed it, rather than blanket retraining across the whole floor.
Why do agents escalate calls they could resolve themselves?
Agents often escalate difficult calls because delivering bad news is hard, even when the escalation changes nothing. In this utility's case, agents were transferring customers who didn't qualify to supervisors who had no additional authority to reverse the decision. The transfer added hold time and extended an already difficult conversation, raising the customer's hope only to disappoint them a second time. The behavior is understandable, but it made the experience measurably worse, which is why the fix was coaching agents to deliver difficult decisions directly, crisply, and with compassion.
How can a billing problem create unnecessary contact center calls?
A billing problem can generate calls at the source when the statement itself gives customers a reason to phone in, and no amount of agent coaching can prevent it. The most consequential finding in this engagement was upstream of the contact center entirely: the standard bill format showed amounts already covered by an active payment arrangement as past due. Customers who had enrolled, followed the program, and made their payments opened a bill that said otherwise and called to ask why. The recommendation routed that fix to the billing function, since it removed a structural driver of call volume the contact center could never have solved on its own.
