Automation, artificial intelligence and machine learning are at the forefront of the continued digital transformation within the world of collections. And organizations from across industries — including healthcare, financial services and the public sector — are learning how automation can improve their workflows and collection efforts.
When implemented well, automation can ease pressure from call center agents, which can be especially important when there’s a tight labor market and retention is at the forefront of every employer’s mind. Automated systems can also help improve recovery rates while minimizing the risk of human error and the corresponding liability.
These same systems can increase long-term customer satisfaction and lifetime value. Deeper insights into consumers’ financial situations and preferences allow you to avoid wasting resources and making contact when consumers are truly unable to pay. Instead, monitoring and following up with their preferred contact method can be a more successful approach — and a better experience for consumers.
The end of pandemic assistance programs and policies, along with new compliance requirements, are making automation more important than ever before.
Three tips when automating debt collections
Automation and artificial intelligence (AI) aren’t new to collections. You may have heard about or tried automated dialing systems, chatbots, text message services and virtual negotiators. But the following three points can be important to consider as the technology and compliance landscapes change.1
1. Good automation depends on good data
Whether you’re using static automated systems to improve efficiencies or using a machine learning model that will adapt over time, the data you feed into the system needs to be accurate. The data can be internal, from call center agents and your customers, and external sources can help verify and expand on what you know.
With your internal systems, consider how you can automate processes to limit human errors. For example, you may be able to auto-fill contact information for customers and agents — saving them time and avoiding typos that can cause issues later.
External data sources can be helpful in several ways. You can also use third-party data as a complementary resource to help determine the best address, phone number or email address to increase right-party contact (RPC) rates. External sources can also validate your internal data and automatically highlight errors or potentially outdated information, which can be important for maintaining compliance.2
Robust and frequently updated datasets can make your collection efforts more efficient and effective. An automated system could be notified when a debtor resurfaces or gets a new job, triggering new reminders or requests for payment. And if you’re using the right tools, you can automatically route the account to internal or external servicing and prioritize accounts based on the consumer’s propensity to pay or the expected recovery amount.
2. Expand consumers’ communication options and choices
Your automated systems can suggest when and who to contact, but you’ll also want them to recommend the best way to contact consumers. An omnichannel strategy and digital-first approach is increasingly the preferred method by consumers, who have become more accustomed to online communications and services throughout the pandemic.
The Experian 2022 Global Insights Report highlights that 81 percent of consumers say they think more highly of brands when they have a positive experience with the brand online, including when there are multiple digital touchpoints. Additionally, 59 percent of consumers trust organizations that use AI.3
Organizations can benefit by using alternative communication methods, such as push notifications, as part of an AI-driven automated process. These can be unobtrusive reminders that gently nudge customers without bothering them, and send them to self-cure portals.
Many consumers may need to review the payment options before committing — perhaps they need to check their account balances or ask friends or family for help. Self-service options through an app or web portal can give them choices, such as a single payment or payment plan, without having to involve a live agent.
3. Maintaining compliance must be a priority
As the pandemic responses made clear, you need to be ready to adjust to a rapidly changing compliance environment. Over the last few years, organizations have also had to react to changes that can impact Telephone Consumer Protection Act (TCPA) compliance. And the first part of the debt collection final rule from the Consumer Financial Protection Bureau (CFPB), which impacts collectors’ use of electronic communications and increases consumers’ control over communication.4
The automated systems you use should be nimble enough to comply with required changes, and they should be able to support your overall operation’s compliance. In particular, you may want to focus on how automated systems collect, verify, safeguard and send consumers’ personal information.
Why partner with Experian?
Whether you’re looking to explore or expand your use of automated systems in your collection efforts, you want to make sure you’re taking the right approach. Experian helps clients balance effective collections and a great customer experience within their given constraints, including limited budgets and regulatory compliance.
The Experian Ascend Intelligence Platform and award-winning PowerCurve® Collections solutions are also making AI-driven automated systems accessible to more lenders and collectors than ever before. Taking a closer look at Experian’s offerings, we can focus on three particular areas:
Industry-leading data sources
Experian’s data sources go well beyond the consumer credit database, which has information on over 245 million consumers. Clients can also benefit from alternative financial services data, rental payment data, modeled income estimates, information on collateral and skip tracing data. And real-time access to information from over 5,000 local exchange carriers, which can help you validate phone ownership and phone type.5
Tools for maximizing recovery rates
Experian helps clients turn data into insights and decisions to determine the best next step. Some of Experian’s offerings include:
- PriorityScore for Collections℠: Over 60 industry-specific debt recovery scores that can help you prioritize accounts based on the likelihood to pay or expected recovery amount.6
- RecoveryScore 2.0: Helps you prioritize charged-off accounts based on collectability.
- TrueTrace™ and TrueTrace Live™: Find consumers based on real-time contact information. We’ve seen a 10 percent lift in RPC with clients who use Experian’s locating tools, TrueTrace or TrueTrace Live.
- Collection Triggers℠: Sometimes, waiting is the best option. And with an account monitoring tool like Collection Triggers℠, you’ll automatically get notified when it makes sense to reach out.
- RPC contact scores: Tools like Phone Number ID™ and Contact Monitor™ can track phone numbers, ownership and line type to determine how to contact consumers. Real-time data can also increase your RPC rates while limiting your risk.
You can use these, and other, tools to prioritize collection efforts. Experian clients also use different types of scores that aren’t always associated with collections to segment and prioritize their collection efforts, including bankruptcy and traditional credit-based scores.
Custom models based on internal and external scores can also be beneficial, which Experian can help you build, improve and house.
Prioritize collections activities with confidence
Collections optimization comes down to making the right contact at the right time via the right channel. Equally important is making sure you’re not running afoul of regulations by making the wrong contact.
Experian’s data standards and hygiene measures can help you:
- Identify consumers who require special handling
- Validate email addresses and identify work email addresses
- Get notified when a line type or phone ownership changes
- Append new contact information to a consumer’s file
- Know when to reach out to consumers to update contact information and permissions
- Recommend the best way to reach consumers
Automated tools can make these efforts easier and more accurate, leading to a better consumer experience that increases the customer’s lifetime value and maximizes your recovery efforts.
2Collections After Compliance, Experian August 2019
3“Experian 2022 Global Insights Report” Experian April 2022
5Phone Number ID with Contact Monitor, Experian, August 2020
6PriorityScore for Collections Product Sheet, Experian 2020