Patreon is a digital-native platform connecting creators and fans at global scale. Data powers everything:product discovery, engagement, revenue growth, and the data science team, led by Martin Yamane, is at the centre of it all.

As Patreon scaled, a steady stream of routine questions began crowding out the work that actually required the team's expertise. As Martin put it: "The number of ad-hoc requests we were getting was pretty high and distracted us from the larger projects on our roadmap."

The problem wasn't a lack of data. It was that getting to it required going through people.

Why WisdomAI?

Patreon evaluated multiple tools before choosing WisdomAI. What stood out wasn't just the product, it was the combination of conversational analytics, AI-powered dashboards, and Proactive Agents, all of which were grounded in an Enterprise Context Layer that continuously learned how Patreon's data was actually defined and used.

For Martin, trust was the deciding factor, both in the accuracy of the answers and in the team behind the product: "We felt like if we needed any custom solutions or had feedback, WisdomAI would be flexible with us."

Results

Patreon connected four distinct datasets spanning growth, retention, engagement, and revenue. The rollout moved fast and within three months, they expanded from 50 to 450 users.

WisdomAI delivered 95%+ accuracy on queries, which Martin described as more than 50 percentage points better than anything they'd tried before. That accuracy isn't accidental, it's what happens when an AI analyst is grounded in your company's actual metrics, logic, and context, not just the raw data.

Two use cases that changed how the team operates

Self-service analytics: Non-technical teams across the business can now ask data questions in plain language and get immediate answers — no analyst required, no ticket submitted, no waiting. More than 80% of the everyday simple-to-medium complexity questions that previously landed on the data science team are now fully self-serve.

Live answers in meetings: During meetings and discussions, anyone can pull a real answer in real time. "It's replaced a lot of dashboard usage," Martin noted. "In the past, people just wouldn't even know where to look. Now you don't have to worry about searching for anything. You can just ask."

The big picture

When business users can get answers themselves, decisions happen faster. When meetings don't stall on missing data, conversations stay strategic. And when the data team is freed from routine requests, they can focus on the work that actually requires their talent.

For Patreon, that shift has been structural.

As Martin puts it: "It's made data more accessible to more people — and empowered grounded conversations."