All Posts By

Florian Wolf

Market segments, sizes, and growth rates from texts


Imagine you want to find out information about a certain market; its size, relevant players, and its projected growth rate (measured as CAGR for instance).  If you have ever done this manually, you probably know that this involves a lot of manual work (searching, data cleansing, plotting, etc.).  All of this of course eats into the time you have available for evaluating the information, and for drawing actionable conclusions. Continue Reading

Repository matrix—explore entities across information types


Finding the most relevant people, companies or other entities in a given technology field is a task that many of our users face all the time.

Now, the ‘most relevant person’, for instance, may not necessarily be the person who has the most scientific publications or the most patents.  Rather, a person may be more relevant if they are active in science as well as in business, and not ‘just’ in one of these areas. Continue Reading

Introducing: mergeflow Workspaces


Many mergeflow users are analysts, scouts, or other intelligence professionals who collect, edit, and share content with others.  However, while mergeflow Search helps you find content, so far we have not provided anything that lets you share your findings with others.  One “fallback option” then is to share findings via email, for example.  Below, I describe why this usually does not work. Continue Reading

Galilei-style innovation


Open approaches to innovation have been around for hundreds of years.  The story of Galileo Galilei and the telescope from the 17th century is a great example of how connecting people and ideas led to significant scientific, technological, and business progress. Continue Reading

Seismic data technologies


For this article we looked at the recent patent landscape for seismic data technologies (recent = roughly the last four years).  We simply searched for “seismic data” and narrowed down our results to patents (from worldwide patent offices).

First we looked at the companies and people (inventors) network in this space.  There do not seem to be many connections between companies, with the exception of Schlumberger and Westerngeco (which was acquired by Schlumberger, which in turn should explain the co-patenting seen in the graph below — cf. blue arrows). Continue Reading

Smart grid software


What companies are working on smart grid software?

For this article, we first wanted to know what companies are working on smart grid software.  Smart grids use advanced metering, energy production and distribution methods in order to adapt to changes in energy demand or production (cf.  Smart grids heavily depend on (new) software solutions, for instance for… Continue Reading



Biochips are “miniaturized laboratories” that can run biochemical reactions e.g. for medical diagnostics (cf.

For this article, we wanted to know:

  • What kinds of diagnostics can biochips do?  I.e. what diseases can biochips diagnose?
  • Who are innovative small companies in this field?

Continue Reading

How to use heatmap matrices


Heatmap matrices in mergeflow visualize how different objects identified by mergeflow (e.g. companies, experts, investors, technologies) relate to each other. Here we describe an example of a heatmap matrix.

For our example, we wanted to know what companies are working on specific technologies related to smart grid systems. So we searched for “smart grid” and selected “company” as tag type. Continue Reading

Using mergeflow shortcuts


mergeflow shortcuts simplify some search use cases.  Specifically, mergeflow shortcuts support four different search use cases for a given search query:

  • startups — please show me startups and companies that are associated with them.
  • experts — please show me names of people in R&D.
  • research organizations — please show me names of research organizations and universities.
  • patents — please show me patents and companies associated with them.
  • funding — please show me companies that received VC funding, and their funding amounts.

Continue Reading

How to use mergify!


With mergify! you can add sources to mergeflow directly from your browser, without installing any software.  Possible sources include feeds as well as web pages or PDFs that you view in your browser.  Here is how mergify! works: Continue Reading