Atomic Form

In this case study discover how one client implemented a software bot for billings and collections automation and:
- Reduced billing expenses by 70% across all hospitals
- Improved days sales outstanding by 10 days
- Successfully mitigated the risk of health fund bad debt.
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Hybrid collections approach achieves up to 90% customer conversion rates for 'buy now pay later' firm
50%
increase in collection accounts handled30%
increase in average dollars collected per agent87%
increase in digital paymentsThe client
A global financial technology company providing 'buy now, pay later' services.
The challenge
In the fast-paced world of ‘buy now, pay later’ services, the client had established itself as a market leader. However, with rapid growth came the challenge of managing collections efficiently while maintaining high standards of customer service. Probe CX has been working with the client since 2016 to handle their collections process, but as the business expanded, so did the need for a more scalable and cost-effective solution.
The client faced several key challenges in their collections operations. They needed to improve recovery rates on overdue payments while simultaneously reducing operational costs. Additionally, maintaining high levels of customer service and ensuring strict compliance with regulatory requirements were paramount. The company also required a solution that could scale seamlessly with their growing business.
The solution
Probe CX proposed a hybrid model to address these challenges. The solution encompassed several key components.
Probe CX transitioned from a fully onshore team to a hybrid model with approximately 65% offshore and 35% onshore staff. This approach leveraged the strengths of both onshore and offshore resources while optimizing costs. The onshore team was retained to handle more complex cases, including complaints, hardship inquiries and regulatory matters. The offshore team was carefully selected and trained to handle standard collections activities, ensuring a seamless transition and maintaining high-quality customer interactions.
A new commission model was implemented to incentivize higher recovery rates:
- Reduced standard commission rate by 41% for regular collections
- Introduced a performance-based tier commission for recovery rates by tranche.
This tiered structure not only reduced costs for the client but also motivated the collections team to strive for better results. The model was designed to ensure that older debts weren't ignored, encouraging consistent effort across all account ages.
Advanced digital channels and automated workflows were implemented to enhance efficiency and allow agents to handle a higher volume of accounts more effectively. This included streamlining the process for data transfers, handling payment files and managing recall files. The digital focus assisted in managing the complexities of daily operations, such as processing up to 4,000 new referrals per day and handling various file types efficiently.
By embedding Probe CX technology and digital intellectual property into our collections strategy, Probe CX was able to configure arrangement rules, delivering an uptick in average digital payment value:
72.1% increase
103.5% increase
A weighted scorecard system was introduced to measure and improve agent performance across various metrics, including:
- Conversion rates: the percentage of contacted customers converted to a positive outcome (payment or arrangement)
- Quality scores: based on compliance, customer interaction and problem-solving skills Promise-to-pay ratios: the percentage of arranged payments that were successfully fulfilled
- Productivity: number of accounts handled and right party contacts made.
This system allowed for a fair comparison between onshore and offshore teams, driving healthy competition and continuous improvement.
Stringent quality control measures were maintained to ensure high standards of customer service and regulatory compliance. This included:
- Comprehensive training programs for both onshore and offshore teams
- Regular quality assessments with a focus on compliance and customer experience
- Implementation of new customer identification processes to ensure privacy and data security
- Ongoing monitoring and coaching to maintain high-performance standards.
The solution also involved careful change management to ensure a smooth transition to the new model. This included detailed project planning, staff training and continuous monitoring of performance metrics to quickly address any issues that arose during the implementation phase.
The result
The implementation of this innovative hybrid model delivered significant improvements across multiple areas including: