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.
FAQs
What is a payment-arrangement call, and why is it difficult to handle well?
A payment-arrangement call involves a customer requesting deferred payments to avoid a disconnect on a past-due bill. Callers must qualify by credit worthiness and other factors, which means a significant share of these conversations end in a denial. That makes them emotionally loaded and operationally complex: the agent must deliver a difficult decision they do not control, explain a program they may not fully understand, and close the call in a way that preserves customer trust despite a negative outcome. Most contact centers treat these calls as generically hard rather than specifically addressable, which is why their handle times and escalation rates tend to stay elevated.
What was driving the elevated handle times in this engagement?
Three overlapping causes: agents were escalating to supervisors rather than delivering denials directly, even though supervisors had no authority to change the outcome; agents were extending calls through poor control, repetition, and unnecessary holds; and agents lacked sufficient knowledge of the program to explain it confidently. None of these behaviors surfaced in standard reporting. They only became visible through direct analysis of the calls themselves. The fourth driver was upstream of the contact center entirely: a bill format that showed arrangement-covered amounts as past due, generating calls from customers who had done everything right.
How does behavior-based coaching differ from standard agent retraining?
Standard retraining applies the same instruction to the entire team based on an aggregate performance problem. Behavior-based coaching starts by identifying which agents exhibit which specific patterns and builds coaching interventions matched to those needs. In this engagement, the key behaviors were avoidance of difficult conversations and insufficient program mastery. Coaching those two things specifically, for the agents who needed them, produces faster improvement and better retention than generic instruction. Andrew Reise's contact center optimization work typically surfaces these distinctions through call-level analysis rather than survey or observation.
How can a utility reduce call volume on payment-arrangement calls without changing the program itself?
By separating avoidable contact from necessary contact. In this engagement, a confusing bill format was generating calls from customers who had complied fully with the program; those calls were avoidable and required a billing fix, not a contact center fix. Unneeded escalations were doubling the length of calls that should have ended sooner; those required coaching. Removing those two drivers reduced volume and handle time while making the remaining calls better for the customer. The program qualification criteria did not need to change. For utilities exploring this approach, Andrew Reise typically recommends starting with call-level analysis to separate the structural drivers from the behavioral ones before designing any intervention.
What does it mean to route a root cause upstream, and when is that the right call?
Some contact center problems are not contact center problems. They originate in billing, digital, policy, or operations and produce call volume the contact center absorbs but cannot solve. In this engagement, the bill format was a root cause upstream of any agent behavior: it was creating calls that no coaching intervention would have prevented. Routing that finding to the billing function, with a clear recommendation to investigate statement design or inserts, addressed the problem at its source. Contact center leaders who only look inside their own function for improvement levers will miss this category of fix entirely.
How does this type of engagement connect to broader utility CX outcomes?
Payment-arrangement calls sit at the highest-stakes point in the utility customer relationship: a customer in financial distress, asking for help, receiving a decision that may go against them. How that conversation goes determines whether the customer leaves with their trust intact or with a grievance. Centers that shorten these calls through coaching and remove avoidable contacts through billing clarity do not just reduce cost; they improve the experience at the moment it matters most. Utility contact center leaders who treat their hardest call types as diagnostics, rather than fixed costs, tend to find their highest-return CX improvements there.
