Two Engines, One Batch
Kauko Väinämö on a diverted flight, a blocked fuel filter, and the question that kept him awake over the dark forests south of Oulu. Drawing on Charles Perrow's Normal Accidents, he explains why redundancy only works when two systems can fail for genuinely different reasons, and why most backup systems share a hidden cause no one ever mapped.
The Next Leap in Diagnostics Depends on the Plumbing, Not the Chemistry
Point-of-care diagnostics depend on more than chemistry. Kauko Väinämö on the pumps, valves, and AI that make affordable testing possible at scale.
Three Targets of 3 Percent. One Doubled Profit.
Kauko Väinämö on the 030303 method: three simple, three-percent targets in growth and cost that more than double operating profit for healthy companies.
Ninety Percent of AI in Manufacturing Is Not Software.
Kauko Väinämö on why most AI projects in manufacturing fail, drawn from a 1996 machine vision fix and thirty years of building physical systems.
A Precise Machine Can Still Give You the Wrong Answer
Kauko Väinämö on why precision automation isn't enough for diagnostics manufacturing, and why Ginolis now partners with Quality by Skillsta on protocol certainty.
The Choice Behind Every Hard Conversation
Kauko Väinämö on the plus button and minus button choice from a 2007 philosophy seminar in Cyprus, and what it means for hard conversations in manufacturing leadership.
The Sensor That Lies Is Worse Than the Sensor That Dies
Why does the sensor that lies cost more than the one that fails?
Kauko Väinämö on the Byzantine Generals Problem, redundancy, and building diagnostics production lines that survive corrupted data.
Nobody Washes a Rented Car
Ginolis CEO Kauko Väinämö on why inspection cannot fix a quality problem. A rented Volvo, Bill Creech's Tactical Air Command, and the ownership principle behind Ginolis production teams.