Those conversations had been accumulating for years, building a proprietary dataset that most companies in multifamily could only dream about. Clients were seeing some data in the Rentgrata Manager product through dashboards and word clouds, but they wanted to dig deeper.

Ari gave them a way in: a conversational AI product that surfaces what renters are actually saying, at scale, without exposing the individual voices behind the data.

When you're building a product category that doesn't exist in the industry yet, you can't plan your way to the answer. You have to learn your way there. I introduced the Sprint methodology from day one, running weekly cycles that kept design and engineering solving the same problems at the same time, with documented decisions before anyone moved on to the next thing.

Each sprint produced working prototypes across three tracks: design, frontend, and backend. At the end of every sprint, we debriefed, figured out what we'd learned, and decided what changed. Five months of that process is how a vague idea about conversation data turns into a product you can ship.

The original assumption was that Regional Managers would use Ari primarily for performance reporting: how many conversations, which properties are converting, what's the trend. What the research showed was that the highest-value use case was marketing intelligence.

Clients wanted to understand what prospects were asking about. What language residents used when they described a property. What kept showing up in conversations week after week at a particular community. That kind of signal, instantly queryable, would change how they wrote copy, chose ad creative, and ran campaigns. "I could quickly ask it to pull data that I would typically need to pull manually." That sentence from one client interview drove the content generation capability visible in the shipped product.

By Sprint 5, we had a working product with no name. I designed and ran a brand naming workshop, building on the methodology and brand foundations from the Rentgrata rebrand work the team had already done together. The workshop moved through brand naming education, a word bank exercise, a benefits breakdown, a combination round, and then a vote.

Three names made the final round: RGenie, Ari, and Brainstorm. Ari won because it did something the others didn't. It worked as an acronym (Actionable Renter Insights) and as a name. Human, approachable, genderless. The kind of name you could say out loud in a meeting without it sounding like software.