Source
Training Data — European Defense Sovereignty Starts in the Factory: Stark’s Uwe Horstmann and Johannes Schaback (October 28, 2026) ·
at 16:00 ▸
When this applies
when a public failure of a not-yet-ready product threatens company credibility and a high-stakes follow-up test is imminent
The takeaway
In a credibility-threatening crisis, co-locate your best people, create tight iterative feedback loops between field data and engineering fixes, and set an unambiguous bar for 'done' before standing down.
Why it works
Concentrating the best engineers in one physical location, running continuous shifts with real-time data collection and iteration loops (flight test → data → model retrain → repeat), and setting a strict non-negotiable success bar (three consecutive perfect hits) compressed what might have taken months into under four weeks.
One level up
Visible failure under time pressure can be a forcing function that accelerates engineering excellence beyond what calm conditions would produce.
Where it stops holding
This stops working when the underlying technical gap is too large to close with intensified effort alone, or when there's no real-time data pipeline connecting field testing to engineering fixes.
Detail
situation: Stark's Virtus system, with an untested major hardware/software upgrade, failed a high-visibility Bundeswehr experiment amid negative media coverage.
decision: Declared an all-hands crisis, set up a makeshift base near the shooting range, ran three round-the-clock shifts combining flight testing, software retraining, hardware repair, and simulation improvement, with a strict bar of three consecutive perfect hits before standing down.
outcome: Achieved perfect hit accuracy in under four weeks, and the system has hit consistently ever since.
lesson: A forced, resource-unconstrained sprint with tight field-to-engineering feedback loops can resolve what looks like a fundamental capability gap.
In their words
But there was this moment because we wouldn't hit, we said that we will have, we'll only leave this place if we had three consecutive spot-on strikes