24. June 2026
The Symptoms of Product Development Chaos
Engineering Strategy Brief #1
On my first day at a small manufacturer in Wisconsin, I took a walk through the factory with a colleague to get a feel for the operation.
At one assembly station, workers were struggling to put together a product. The parts simply didn't fit together correctly. After several minutes of effort, one employee grabbed a large sledgehammer and began persuading the assembly into place. When that didn't fully solve the problem, he reached for a grinder. Sparks flew. More frustration followed.
The workers said very little while we stood there watching. They simply kept working through the problem. But you could sense the frustration. From their perspective, we were probably just another group of white-collar clowns observing a problem they had to live with every day.
Eventually, the assembly went together. What struck me wasn't that the assembly required a hammer. What struck me was that nobody seemed surprised. This was a common occurrence.
At first glance, it looked like an assembly problem. It wasn't.
The hammer, the grinder, the frustration, and the wasted time were all symptoms of a much larger issue: the company lacked a product development strategy designed to identify and address risks before they reached the production floor.
Over the years, I've come to realize that most product development problems don't appear suddenly. They leave clues long before they become expensive. The challenge is recognizing those clues for what they are.
Recognizing The Symptoms
Most manufacturers don't intentionally create chaotic product development environments. In fact, many have talented people working incredibly hard to deliver products, support customers, and keep production moving. Yet chaos still emerges, some common symptoms include:
Constant Firefighting
Engineering spends its time reacting to production issues instead of preventing them.
Problems are discovered late. Urgent meetings become routine. Leaders get pulled into tactical decisions that should never have reached their desks.
The organization becomes highly responsive but not necessarily effective.
Production Struggles
Assemblies don't fit together as expected. Manufacturing teams create workarounds to keep products moving. Skilled employees spend their days solving the same problems repeatedly.
Production becomes dependent on heroics rather than systems.
Launches That Never Quite Launch
Projects get delayed repeatedly, or they launch before they're truly ready.
A critical supplier issue emerges late. A tooling problem surfaces unexpectedly. A validation gap is discovered when schedules are already committed.
The organization isn't surprised because problems exist. It's surprised because the problems weren't identified early enough.
Good Ideas Lose Momentum
Many organizations don't suffer from a lack of ideas. They suffer from a lack of structure to evaluate, prioritize, and advance those ideas.
Projects start but never finish. Resources become scattered. Teams become frustrated because meaningful progress feels difficult to sustain.
Leadership Loses Visibility
Without structured communication and decision points, leadership gradually loses visibility into project status, remaining risks, and investment priorities.
Teams continue moving forward, but alignment slowly erodes.
When that happens, leaders often feel forced to either micromanage or disengage entirely. Neither approach produces good outcomes.
The Common Mistake
When organizations experience these symptoms, the natural reaction is to attack them individually.
More meetings to address issues.
More urgency to solve problems.
More pressure to take responsibility, ownership, or pride in the product
More people to tackle problems.
Unfortunately, those actions often treat symptoms rather than causes.
A company struggling with launch delays, production issues, quality concerns, and project stagnation may believe it has several separate problems.
In reality, many of those issues stem from the same root cause: risks are not being surfaced, discussed, and addressed early enough.
What Product Development Strategy Really Means
When people hear the word "strategy," they often imagine lengthy procedures, excessive documentation, and layers of bureaucracy.
That's not what I'm advocating. At it’s core, product development strategy is simply a disciplined approach to reducing uncertainty.
It's about creating visibility.
It's about asking important questions before they become expensive problems.
It's about ensuring the right people are involved at the right time.
And it's about helping organizations move good ideas from concept to reality with greater confidence.
The goal isn't more process. The goal is fewer surprises. Surprises become more expensive the longer they remain hidden.
Final Thought
Manufacturing will always involve uncertainty. There will always be unexpected challenges, difficult decisions, and problems to solve.
The objective is not perfection. The objective is building enough structure that predictable problems are identified while they are still inexpensive to address.
Organizations that consistently develop successful products don’t necessarily have better or more experienced personnel. More often, they are better at recognizing risks early, creating visibility around important decisions, and maintaining alignment as projects move forward.
That's what product development strategy is ultimately about, and it's the foundation for everything we'll explore in future Engineering Strategy Briefs.