Product-market discovery · Startup
What happens when the research challenges the original idea?
Risze had a compelling concept: use drone technology to make external aircraft inspections faster, easier, and less physically demanding for maintenance teams.
But a compelling solution doesn’t necessarily mean there’s a strong enough problem behind it. My role was to help validate the opportunity before the startup invested further in bringing the concept to market.
The goal wasn’t to prove the drone was a good idea. It was to find out whether it was.
What I found
The research started with the drone in mind. It quickly pointed somewhere else.
I started with the people closest to the work. Through shadowing and interviews with aircraft maintenance professionals, I explored the inspection process from their perspective: how they moved through the aircraft, where time was lost, and where existing tools or processes fell short. That included in-person interviews and workflow research at Davis-Monthan Air Force Base, to understand how maintenance teams identified, documented, and managed inspection findings. Rather than asking whether they wanted a drone, I focused on how they worked, where problems occurred, and what made inspections harder or slower than they needed to be.
Then I mapped the inspection journey end to end, so I could compare where problems occurred instead of treating every pain point as equally important. The map showed that inspection work was heavily manual and paper-based, with most of the friction inside the aircraft.
Roughly 80% of the pain points uncovered were associated with interior inspections, not the exterior inspection process the drone was designed to improve.
The opportunity wasn’t where we expected it to be.
The turning point
Research only matters if you’re willing to let it change the answer.
The findings created a choice: continue validating the original drone concept, or reconsider the opportunity around the problems maintenance professionals were actually describing.
01
Challenge the assumption
The research didn’t provide strong enough evidence that external inspections were the most valuable problem to solve. Continuing would have meant prioritizing the solution over what users were telling us.
02
Reframe the opportunity
Instead of asking how to improve the drone, I reframed the question around the larger unmet need: how might we make interior aircraft inspections easier, faster, and more effective for maintenance professionals?
03
Make the call
I recommended exploring a handheld, software-enabled solution focused on interior inspections, and validating that opportunity further before committing additional development resources.
What this taught me
Discovery isn’t about proving the original idea was right.
The drone was an interesting technology, but the research pointed to a different problem. My job wasn’t to make the evidence fit the idea. It was to challenge the assumptions, follow what we learned, and recommend where the opportunity actually appeared to be.
Have an idea worth testing?
Let’s find out if it’s the right one.
Better to learn it in interviews than after the build.
Let’s talk →or email sbinger@stephaniebinger.com
Better questions lead to brighter ideas.