The Industry Has a Data Problem. We Solved It.
Working at the intersection of fraud, disputes, and data, one thing has been painfully clear: the industry has a data problem. Financial institutions have had to make do with too little information, arriving too late. Quarterly reports. Delayed insights. Decisions made without the full picture.
That frustrated me, so I made it my mission to change it. Over the past several years, Quavo has led significant investments in our data infrastructure to make sure our clients never have to think about it. The result is faster access to better information, and a partner that brings more data intelligence to the table than anyone else in this space.
Your Data, When You Actually Need It
I hear it constantly from new clients: too much time has been spent waiting on data, for reports to run, files to arrive, and to understand what happened last week, or last quarter.
We built a solution to that. Our clients receive updates on their fraud and dispute data in near real time, typically within minutes of activity occurring. That means your team is reviewing current information, not playing catch-up. You can walk into internal reviews with confidence, report to leadership on what’s happening now, and get ahead of trends before they become problems.
This kind of data availability is genuinely new to our industry. We built it and your team benefits from it directly, without any additional work on your end.
A Faster Stack That’s Built for How Data Actually Moves
ETL: Extract, Transform, Load. Sounds simple enough. Take data from one place, clean it up, put it somewhere useful. But when you’re managing fraud and dispute data for dozens of clients, each with their own systems and formats, the complexity compounds fast.
Our clients go about their fraud and disputes business in very different ways. Our job is to capture all of those different data points and bring them together into a format that internal teams and clients can actually use.
To do that faster and more efficiently, we made two bets: First, we partnered with Snowflake to upgrade our data warehouses, ensuring a layer built specifically for data movement, not just query execution. The result: our ETL ingestion time dropped by over 80%.
Second, we consolidated what used to be 3–4 interlocked pipeline steps into a single, programmable operation. This eliminated the complex handoff chains that had been slowing us down, reducing pipeline steps by 75% and enabling seamless transformations that take seconds instead of minutes.
A Decade of Real Data, Powering Smarter Decisions
Here’s what I think sets Quavo apart more than anything else: Quavo’s been around for over a decade, and we’ve kept the data to prove it. Across our client base—fintechs, community banks, credit unions, large institutions, technology companies—I’ve helped build one of the most comprehensive fraud and dispute datasets in existence.
This matters enormously as the industry moves toward AI-driven insights. A lot of what I see being sold right now as AI is prediction built on thin air. Think: models trained on limited data, making recommendations without real context. Our AI is different, using insights grounded in what has actually happened, across real cases, over real years.
When Quavo surfaces a recommendation about a chargeback, a fraud pattern, or an outcome likelihood, it’s informed by a depth of historical data that no newcomer to this space can replicate. I’m not guessing. I’m drawing on the industry’s most comprehensive record of what works and what doesn’t.
And as regulators begin to scrutinize AI-generated financial recommendations, I believe that foundation of verified, transparent data becomes not just a competitive advantage. It becomes the responsible standard.
What This Means for You
The question I get most from financial institutions is simple: what should we expect? Where will we see improvements, and how quickly?
Because of the breadth of data we’ve built and maintained, I can actually answer that specifically. Based on clients with profiles similar to yours—same institution type, similar case volumes, comparable goals—I can show you what real outcomes have looked like. Not projections. Not promises. Evidence.
That’s the advantage of partnering with the longest-standing, most data-rich platform in fraud and dispute management. You don’t just get software. You get the accumulated intelligence of an industry, working for you from day one.
You Focus on Your Business. I’ll Handle the Data.
I know firsthand how much effort goes into building and maintaining the kind of data infrastructure that powers real-time insights and AI-ready models. It takes years of investment, expertise, and iteration. I’ve put in that work so you don’t have to.
Quavo’s clients don’t have to think about how their data gets processed, how it’s stored, or how it gets back into their hands. They just see faster reports, smarter recommendations, and a partner who comes to the table with more context about their business than they could build on their own.
That’s what I’ve helped build at Quavo. And we’re not just keeping up with where this industry is going. We’re defining it.
