Continuous dialog

During the Christmas break, I read several books including “Sense & respond” by Jeff Gothelf and Josh Seiden. The authors frame the difference between traditional and digital companies in terms of the absence or presence, respectively, of a continuous dialog with the market and the customers. Of course, traditional companies interact with the market and … Read more

So much data, so little value

Recently, in a discussion with a company about becoming data-driven, I ran into the same challenge as many times before: the company claims to gather so much data, but the amount of value generated from that data is very small. It makes one wonder what underlies these patterns of, apparently, enormous amounts of data being … Read more

Making data-driven real

Recently, I expert-facilitated a workshop at a company having the desire to become data driven. Different from the product companies that I normally work with, this company is a service provider with a large amount of staff offering services to customers. The workshop participants included the CEO and head of business development, as well as … Read more

Make money from data

There’s an interesting development going on in the embedded-systems industry. Initially, data was only used for internal purposes and quality assurance. Customers would send log files to product companies who would analyze them to figure out why the product wasn’t operating as it should and what to do about it. Over time, the periodic data … Read more

Beyond Agile

Some decades after the term “Agile” was introduced in software development, one would expect that – assuming it was a good idea (which it is) – the concept should have been fully embedded in industry and we’re busy with other things. Still, and this never fails to surprise me, everyone is talking about “beyond Agile.” … Read more

Exploiting your data well

Based on our research, we’ve developed a four-dimensional model for the digital transformation in the software-intensive embedded systems industry. In the last two posts, we explored the business model and product upgrade dimensions. This post is concerned with the data exploitation dimension. As shown in the figure, the first step in most companies is focused … Read more