Voice-Only Outreach 'Structurally Misses' Gen Z and Millennial Debt Holders, Says Vodex AI CEO

As debt collection agencies increasingly explore artificial intelligence, industry research shows that AI is becoming important for improving collections operations. However, voice AI alone cannot address the industry's biggest challenges around customer engagement, account context, and compliance, according to Anshul Shrivastava, co-founder and CEO of Vodex.

He says that the industry needs an intelligent engagement layer that knows the account, picks the right channel, and stays compliant, not another calling tool.

One of the most persistent challenges in debt collection is that consumers rarely answer calls from unknown numbers, making voice-only outreach increasingly ineffective. Equally challenging is identifying and engaging customers through the communication channel they are most likely to respond to—whether voice, SMS, or email—rather than relying solely on phone calls.

"Gen Z and millennials, a growing share of debt holders, prefer text, email, self-service, and digital solutions over phone calls. A voice-only strategy structurally misses them. Engagement isn't about one channel; it's about reaching each consumer on the channel they actually respond to," Shrivastava said.

This is where an average generic voice AI falls short. Off-the-shelf voice bots have no awareness of the account, the balance, the history, prior promises, disputes, or prior contact attempts. Without context, an AI call is just a robocall with better pronunciation. Most organizations have been deploying AI for the sake of it, instead of leveraging it for the right reasons, use cases, configuration, and partners.

"Such an approach can be counterproductive and may expose organizations to unnecessary regulatory risks, including compliance requirements under the Fair Debt Collection Practices Act (FDCPA), Regulation F call frequency limits, the Telephone Consumer Protection Act (TCPA), and applicable state-level regulations," Shrivastava added.

"While closely following the collection space, working with peers and even while building Vodex, we constantly encountered such problems. Sure, voice AI helps, but it alone can never solve debt collection; the real gap lies in context and orchestration," he said.

But how must collection agencies function now to be the most effective? While there isn't a one-size-fits-all solution, Shrivastava offers the following hygiene checks that could help agencies:

• Use AI in the right use cases first (payment reminders, promise-to-pay follow-up, early-stage outreach) rather than everywhere at once.
• Demand account context—if the AI doesn't know the account history, it will damage consumer relationships.
• Treat compliance as an architecture question, not a settings toggle.
• Think omnichannel from day one, with voice, SMS, email working together based on consumer preference.
• Choose a partner who knows collections, not a generic AI vendor.