The core issue lies in the lack of account context. Generic voice bots often operate in a vacuum, unaware of payment history, previous disputes, or prior contact attempts. Without this intelligence, these tools function as little more than sophisticated robocalls, failing to navigate the nuances of the Fair Debt Collection Practices Act or Regulation F. Shrivastava argues that the industry must shift toward an orchestration layer that integrates voice, SMS, and email, ensuring every interaction is tailored to individual consumer preferences.

To address these systemic gaps, the DROS team is introducing its AI-native operating layer, designed to sit atop existing collection systems. Rather than viewing AI as a standalone tool, this approach prioritizes account history and compliance-by-design. The company will showcase this technology at the ACA International Annual Convention in Orlando, running July 22–24, where they aim to demonstrate how agencies can move beyond fragmented outreach to create a cohesive, context-aware engagement strategy.