What’s the hardest business decision you’ve had to make without enough data?
by•
We talk a lot about “data-driven” decisions, but the truth is, early on, most of us don’t have much data. You’re staring at a half-empty spreadsheet, a few user interviews, maybe some gut feelings… and still need to decide:
Do I double down on this feature or kill it?
Do I raise prices or keep them low?
Do I spend scarce resources on growth or fix the product?
I’ve found that these moments often shape the business more than the obvious wins.
So I’m curious:
What’s the hardest business decision you’ve had to make with little or no data?
And looking back, how did it turn out?
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Replies
Great question, Andrei. Early on at Growstack, we had to decide whether to invest engineering time into building AI agents — even though we didn’t yet have enough usage data to justify it. It felt like a leap in the dark, but looking back, it was the right call. Those agents became a core differentiator for us and shaped how customers use the platform today.
I think sometimes the “no data” moments force you to trust intuition and vision more than spreadsheets — and that can end up defining the whole trajectory.
IXORD
At such moments, a leader demonstrates adaptability and does everything possible to avoid making the wrong move. We cannot know everything about a product right away, and I believe everyone has experienced this. In my case, I didn’t have much expertise in marketing at the time and lacked the knowledge needed for the work. However, over time I realized that the results were not meeting my expectations, so I immersed myself in learning, and eventually I began to enjoy the outcomes much more. Of course, there is always room to grow further :)