Given all the AI tools out there today, what is one challenge with data that still remains unsolved? why do you think it hasn't/can't be solved easily.

I would like to hear from data analysts or those whose primary job involves working with data irrespective of their role -

How has AI changed your role?

The Good: What's one thing you like that AI has done to make your professional life easier

Our What s your biggest data frustration? thread got way more love than I expected.

Reading through it, it hit me: everyone needs a place to rant about their data chaos - dirty spreadsheets, broken dashboards, wild analytics expectations.

So what if we created The Venting Room? A community where data people can share rants, memes, and maybe even fixes together.

We all know data can be super powerful, but sometimes a story from a customer or in the news will catch me and just remind me how very true that really is.
In my day to day work I love the little stories. An hour saved here and there, an insight that wouldn't have been possible without tools and techniques at your fingertips. A friend recently used Querri to quickly diagnose why conversion rates for his product had dropped. Long story short, everything was fine because they'd had a big uptick in visitors from a lower converting segment that they were pushing to get more of. Everything was right with the world and he was able to move on with his day knowing their strategies were working.
What's a time data changed your trajectory in a big way or a small but meaningful way?

Introducing The Unfiltered Data Club - a Slack community for data folks who want to vent, rant, laugh, cry, share memes, ask for help, or confess their most chaotic pipeline moments without judgment.

If you ve ever stared at a failing SQL query for an hour, fought with messy CSVs, or questioned your life choices because a dashboard refused to load, this is your new home.

We ve always aimed to make data ridiculously easy to use. This release takes a massive step toward that goal. We ve built an entire data workflow that lets you connect your data, clean it, analyze it, and share it, all through a simple conversational interface. For me, that s the most exciting part. This is a true data platform workflow, built for everyone.

Let s break down what s new and why it matters so much.

Connect and Go: Your Data, Now in One Place

We've built Querri with the mission of making data work accessible to everyone. Over the last months, we have trained it to be more business-oriented. One of the most significant pain points we have heard is scattered data, so we have built in more connectors to help unify the data view.
What are your biggest data challenges? Which connectors would you love to see in an AI Data analytics tool, so you can see all your data, build dashboards, and track your business KPIs in one platform?

When @daveaingram came up with the idea for Querri in the spring of 2023, the term "AI Data Analyst" wasn t even a thing. AI itself was far from mainstream. Even when we launched our first MVP in the spring of 2024, many larger companies still saw AI as "fringe." Fast forward to the fall of 2025, and not only is every tech business racing to incorporate AI, but entirely new product categories like "AI Data Analytics Tools" have emerged. So, we re proudly leaning into that term.

This is our second Product Hunt launch, but it s the first time Querri can truly help users through the entire data analytics cycle from start to finish.