Redefining a $20B Industry — And Why We're Doing It With Trust

How do you redefine an industry? Honestly, it’s really hard. But that is exactly what we are doing here at Domu. We are leveraging the power of trust. 

Since joining Domu, I have spent a lot of time thinking about why certain industries feel broken. One of our main use cases, debt collections, is a perfect example. Debt collections usually merit an eye-roll response. This is due to the industry having a long and enduring history of predatory practices including collectors showing up at workplaces, calling at 2am, threatening violence, and contacting family members. It was bad enough that the federal government had to step in leading to the passing of the Fair Debt Collection Practices Act in 1977. Yet here we are in 2026, and the industry still carries that same bad reputation. The rules are more detailed than ever, but harassment continues. People still feel paralyzed when a collections call comes in.

It’s seemingly not a rules issue, so what is the issue? It is because the industry is constantly caught between two humans under pressure. A collector being pushed to produce results, and a debtor already drowning in financial stress creates a recipe for disaster in my book. When you put those two people on the phone together, hundreds of times a day, things go wrong. Not out of malice. Out of structure.

What We've Seen From Our Calls

We observed a call recently that showed exactly how Domu is closing that gap. A woman named Lawanda (name changed for privacy) couldn’t pay her full balance and didn't know her options. Our AI agent, Lisa, didn't push. She listened, explained a six-month hardship arrangement at thirty dollars a month, and set it up. Done in minutes.

The same day, a man named Keith picked up expecting a fight. He pushed for terms Lisa couldn't offer. She didn't pressure him. She declined clearly and flagged the account for a human supervisor to step in. That handoff matters. Some conversations require human judgment, empathy, and authority, and our system is built to recognize that and route accordingly.

What makes this possible is that before any interaction begins, our agents use a behavioral layer to understand the customer’s history and context. The agents choose the best approach for that specific conversation. We're not just optimizing for collections. We're optimizing for a better customer experience, stronger relationships between lenders and their customers, deeper insights, and less operational burden for our clients.

These aren't cherry-picked stories. Lisa cannot have a bad day. She can't lose her patience at call 200 of her shift (well, in her case, 10,000). The FDCPA disclosures are on every single call, not most calls. When a situation goes beyond the system’s parameters, a human is brought in at the right time and place. 

Compliance, for an AI agent, isn’t a discipline you enforce. It’s a constraint built into the architecture. Humans are not replaced, but rather elevated to the conversations that actually need them.

Why This Matters Beyond Collections

What we're building at Domu isn't just an AI system for debt collections.  It's infrastructure for any industry where stakes are high, volume is massive, and the cost of getting it wrong is irreversible. Think healthcare providers navigating HIPAA, insurance companies managing regulations across fifty states, financial institutions where one off-script disclosure creates liability. 

Our belief is that compliance should become the default, not the exception.

We’re building a system where AI handles volume in a consistent, compliant way that is informed by each customer’s history before the call even begins. Humans handle what AI shouldn’t because people are too valuable to waste on calls that a well-designed system can handle better. 

1 in 3 Americans has been in collections. It's a $20B industry built on a model that was broken from the start. We're here to fix it.