Three founders. Full time jobs. Families. No investors.
Ten months ago, we started building QueryPanel. At least, that is what it does today.
Our first version could generate kind of good SQL and charts. Straightforward questions made it look impressive.
Then we tried harder questions and it started failing.
We had convinced ourselves that our system was better than the others. Real questions proved us wrong. That hurt. But it also forced us to stop polishing the demo and rethink the problem.
A database schema can tell a model where the data lives. It cannot explain how a business thinks.
So we rebuilt QueryPanel around four ways companies can teach the system: database annotations, their own business glossary, trusted SQL examples, and tenant specific context.
The real test came while implementing QueryPanel for a customer.
New questions kept coming. Each one exposed another gap. We kept developing the product around what happened in their actual environment, rather than the questions that made our demo look good.
Eventually, we watched QueryPanel answer the kind of complicated question that had broken our first version. It understood the business context, generated the right SQL, and produced a useful chart.
That was the moment it stopped feeling like a clever demo and started feeling like real infrastructure.
Building it was a separate challenge.
I usually worked for two hours in the morning, then another three or four after 9pm. I protected my weekends for my family. My cofounders covered more of the weekend work.
We were rarely in the same workspace. Keeping everyone in sync was painful, and there were hard moments between us.
Eventually, we realized that productivity was not only about shipping the next feature. We also needed to recognize that we were making progress.
Now we meet in person every month and celebrate the small wins. It sounds minor. It made a real difference.
Ten months later, QueryPanel has more than 100 signups and two paying customers generating $5k MRR.
That is not a massive customer base.
It is something better: proof that companies will pay us to solve this problem.
The product now pays its own bills. We can invest in better tooling, more development, and finally some serious marketing without constantly reaching into our own pockets.
We did not raise a round.
We did not quit our jobs.
We just kept building until the side hustle became a business.
Still bootstrapped. Still built around real lives. Just no longer unproven.
