R&D organisation and performance
The Difference Between KPIs and Metrics in R&D
Metrics show how R&D work runs, KPIs show whether it reaches the goal. The difference explained, with examples for engineering teams.
R&D organisation and performance
Most unsuccessful R&D projects fail for the same reasons: unclear requirements, weak management, too few resources, unrealistic timelines. How to fix each.
R&D projects are the lifeblood of innovation, but let’s be honest, sometimes they crash and burn. Why? Let’s break down the main reasons why R&D projects fail, and more importantly, how you can avoid these pitfalls.
One of the biggest reasons projects flop is that no one knows what the end goal is. Vague ideas turn into missed deadlines and wasted resources.
How to fix it:
Poor leadership can send even the best ideas off a cliff. A common issue? Software engineers being led by managers who know more about mechanical engineering than coding. This leads to miscommunication and frustration.
How to fix it:
It’s hard to succeed when you don’t have enough resources. Whether it’s not enough money, a lack of skilled people, or too little time, under-resourcing is a fast track to failure.
How to fix it:
Plan better. Figure out exactly what you need in terms of people, tools, and budget before you start. And if things change, be ready to adjust.
If the project timeline is too tight, everyone ends up scrambling, which usually means lower-quality work or missed deadlines altogether.
How to fix it:
The world changes, and so should your project. If you’re not adapting to new information, market shifts, or technology, your project could become irrelevant before it’s even finished.
How to fix it:
More common than most roadmaps assume, but less common than the popular claim that 80 or 90 percent of new products fail. That figure is a myth, as Castellion and Markham showed in the Journal of Product Innovation Management.
The long-running best practices study of the PDMA puts the success rate of new products at 59.6 percent, a figure that has hardly moved in 30 years. Roughly four in ten launched products miss their goals.
For German machinery makers, a 2015 study by Staufen and the VDMA found that 38.5 percent of all development projects miss their targets for quality, cost or time. Meeting the promised delivery date was the most common problem, named by 83 percent of the companies.
The early warning signs are usually visible long before the deadline:
Once the project is back on track, make sure you notice drift earlier by measuring the right things, more on that in The Difference Between KPIs and Metrics in R&D.
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R&D organisation and performance
Metrics show how R&D work runs, KPIs show whether it reaches the goal. The difference explained, with examples for engineering teams.
R&D organisation and performance
Seven R&D performance metrics for automotive and machinery, with benchmark values: time to market, first pass yield, R&D intensity and more.