I use Querri for automating data cleaning and formatting projects. I like that setting up a project is easy and prompting the AI to do the required steps is straightforward. The fact that it saves as a project I can run over and over is really helpful. It's convenient and fast, unlike other AI services where I have to enter prompts each time.

I run a freight brokerage out of Charleston, and before Querri, our whole financial picture lived in spreadsheets. I have a finance degree, but I'd rather spend my time running the business than grinding through Excel building macros and pivot tables all day. Everything was manual, prone to errors, and we were constantly dealing with data discrepancies that ate up time we didn't have. I uploaded all of our load data for 2025 into Querri and immediately started seeing really cool insights I wouldn't have caught on my own. The platform gives me a bird's eye view of how much money we're bringing in each day, but I can also drill down into very specific details to figure out what's actually happening and why. That flexibility is huge when you're running a growing brokerage. I'm using it for cash flow management, sales oversight, and tracking customer trends — things like volume vs. profit and seasonality patterns. It's also helped me build financial projections and figure out whether we can afford to hire new people, which is a real question when you're scaling the way we are. Being able to pull up our monthly gross profit trend and show that to investors in a few clicks has been a game changer. What's cool is that my team uses Querri in a completely different way than I do. My sales guys are mostly looking at industry data to build high-priority lead lists each day, while I'm looking at the business from an ownership and management perspective. The fact that one platform serves both of those use cases says a lot. Depending on how aggressive you want to be with it, Querri saves me around 10 hours a week. That's time I'm putting back into strategy instead of data wrangling. As we grow, we need to be as aggressive with AI as we can be, and Querri is a big part of that. It doesn't just save time — it extends what I'm capable of as a business owner. I also want to call out that Querri is a smaller company, and that's actually a huge plus for me. There's real transparency around how our data is being used, it feels trustworthy, and the customer experience feels bespoke — like it was built for my industry. That matters a lot when you're handing over your financial data. If I had to nitpick, I'd love to see more integrations for data connectors — right now I'm exporting CSVs from my TMS and uploading them manually, so a direct connector would save even more time. It'd also be great if it could read PDFs. If you're running a logistics operation and you don't have a data person on staff, Querri is your data person. It's web-based, easy to use, and the team behind it actually cares about your experience.

I like how Querri translates my plain language requests into statistical analysis and provides not only the statistical test but also good visuals and a deeper explanation when requested. It feels like I have a partner in data analysis, something that I can check my understanding against.