Innovation Analytics Platform

From diverse sources, Mergeflow 24/7 collects tech and innovation contents. These contents are then being fed through our proprietary natural language and machine learning algorithms.


Real-time and continuous discovery.


Explore signals from science to business.

Instant deployment

Mergeflow runs in your browser.


Mergeflow uses custom-built crawlers, APIs, and other technologies to collect and aggregate information for you. Here are some examples of what Mergeflow collects during a typical week:


Mergeflow’s machine learning and natural language processing algorithms identify document structure, entities, events, financial data, and topics. These metadata let you access web contents in a structured way.

Understand Signals Across Sources

Documents from the web come in all kinds of different shapes and forms. For example, scientific papers look different from blogs, and investor news are different from patents. Mergeflow's technology automatically learns how to analyze these different structures. This differentiates the signal (relevant content) from the noise (e.g. teasers).

Identify People And Organizations

For understanding a topic, knowing who the relevant actors are can be key. Mergeflow extracts names of people, organizations, objects and events from document contents. Then Mergeflow creates interactive visualizations that show how actors relate to each other.

Automatic Topic Detection

Mergeflow uses advanced machine learning technologies to classify each incoming document by the topics of its content. This lets you search by topic, rather than just by keyword. And it helps you see connections between different types of contents, even if they use different wordings to describe the same topic.

Financial Data From Text

Investments in companies or technologies can indicate strategic developments. In particular, early stage venture investments often reveal developments that otherwise would remain under the radar. From the contents of world wide news on investor activities, Mergeflow extracts names of funded companies and the funding amounts. This way you can see current developments in venture funding for any search query.

Discover And Track

Interactive visualizations help you explore and monitor innovations and technologies in real-time, from business to R&D.

Social Networks

From the contents of scientific and technological publications, news, and other contents, Mergeflow extracts experts' names and their social networks (e.g. co-authors). With interactive network graphs, you can explore teams, and zoom in on their published work.


Mergeflow extracts and visualizes investments, M&A events, and market size information from worldwide news. This lets you focus on data interpretation rather than data collection and preparation.


Mergeflow uses self-learning technologies to classify contents by topic. This lets you go beyond simple keyword searches, and explore signals by topic.


Based on how innovation signals develop across science, technology, and business, Mergeflow calculates size and growth rates of any user-provided topic. This lets you discover which technologies, companies, or other topics are gaining traction.

Enabling Services

Our enabling services help you get the most out of our technologies.

Basic Analyst Training

Learn the basic ins and outs of how to do machine-augmented innovation intelligence.

In-Residence Coaching

As a temporary member of our team, you quickly get up to speed on state-of-the-art technology and innovation intelligence methods.

Conference Room Pilots

In the course of a conference session, your team and us together explore a topic of your choice.

Interested in a demo or pricing information?

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