The largest funding in database historical past, the largest social community ever, and different graph tales from Neo4j

In case you’re into the market and funding aspect of issues, how does a Sequence F funding spherical as a part of a $325 million funding led by Eurazeo and GV (previously Google Ventures), bringing Neo4j’s valuation to over $2 billion sound? Fairly spectacular, in all probability.

In case you’re into the expertise and purposes aspect of issues, how does a Neo4j demo of a social community utility with 3 billion individuals, operating queries designed to check the bounds of graph question languages and databases throughout a 1000 node cluster sound? Equally spectacular, in all probability.

Graph database vendor Neo4j CEO and co-founder Emil Eifrem is asserting the funding and showcasing the demo as we speak on the firm’s annual digital convention NODES. 

We caught up with Eifrem to get a style of issues to return.

Market affirmation: The largest funding in database historical past

Reality be advised, we weren’t fully shocked to study Neo4j’s funding spherical. We have been maintaining a tally of all issues graph and coated current funding rounds by TigerGraph and Katana Graph. Upstart Katana Graph scored a $28.5 million Sequence A, and TigerGraph scored a $105 million Sequence C, having exited stealth in 2017.

Neo4j is a graph database vendor based in 2007, claiming to have popularized the time period “graph database” and to be the chief within the graph database class. Its final funding spherical was $80 Million in Sequence E in 2018. With the competitors beefing up their reserves, we had been questioning whether or not Neo4j would observe swimsuit. 

Eifrem famous that whereas 2020 was broadly talking a really dangerous yr for apparent causes, it was, in distinction, an excellent yr for Neo4j’s enterprise. All of it comes all the way down to the world turning into more and more interconnected and more and more digital, one thing which Eifrem known as “the wind behind our again”.

Which means, Eifrem added that Neo4j had a number of cash within the financial institution and burning little or no. So the funding was not likely wanted. It was a bit opportunistic, primarily based on multiples available in the market and the truth that there’s lots of fundraising happening with very wealthy valuations. Typically as an entrepreneur, it’s important to be opportunistic, Eifrem famous. Eifrem believes there’s a basic shift underway in databases. 

Neo4j broadcasts $325 million Sequence F funding, the most important in database historical past


Versus 20 years in the past, when there was only a handful of relational databases to select from, as we speak, we’d go so far as to say there may be an excessive amount of selection. Databases are the largest section of the enterprise software program market, at present estimated at round $50 billion and projected to develop to $100 billion within the coming years. After an extended interval of stagnation by way of database innovation, NoSQL databases opened the gates round a decade in the past.

Immediately we even have time-series databases, NewSQL, and all types of unique choices. What is going on to occur over the subsequent three to 5 years, Eifrem predicts, is that just a few generational database corporations are going to be topped. Graph databases and Neo4j are a big a part of that future information panorama, and as we speak’s funding spherical is a testomony to this, Eifrem went on so as to add. Neo4j notes that that is the most important funding in a non-public database firm updated.

We couldn’t assist however discover that GV additionally participates within the spherical. Though GV makes its personal choices and has its personal agenda, it is nonetheless a part of Alphabet – the mom firm of Google. Not like Amazon with AWS Neptune and Microsoft, which has Cosmos DB, Google doesn’t have a horse within the graph database race. This, and the truth that Neo4j has a partnership with Google that Eifrem talked about goes very nicely, couldn’t probably have damage. 

GV Normal Companions Erik Nordlander and Tom Hulme welcomed Neo4j to the GV portfolio. Current buyers One Peak Companions (an investor since 2018), Creandum (an investor since 2014), and Greenbridge Companions (an investor since 2016), in addition to new buyers DTCP (previously Deutsche Telekom Capital Companions) and Lightrock, additionally participated. As well as, Nathalie Kornhoff-Brüls, a Managing Director within the development crew of Eurazeo, has been appointed to the Neo4j Board of Administrators.

Builders, builders, builders: The largest social community ever

For a few years, we have saved an eye fixed on Neo4j; it is the primary time the corporate refers to a valuation quantity, pegging it at $2 billion at present. When discussing this with Eifrem, he talked about this may very well be seen as a proxy for the prospects of the graph market section at giant. 

In response to Gartner, by 2025, graph applied sciences might be utilized in 80% of information and analytics improvements, up from 10% in 2021, facilitating speedy determination making throughout the enterprise. Different rising leaders within the database market, Eifrem went on so as to add, have a robust developer play however not a lot of an information scientist play.

The place Neo4j differs, in response to Eifrem, is they’re constructing their information scientist play, and they’re doing it on graph-based information science. Certainly, that is an space Neo4j has been investing in. As well as, Neo4j has been increasing its providing to deal with information scientists, leveraging the truth that graphs have distinctive benefits to supply to information scientists, too. For instance, graph-based machine studying fashions can leverage extra info than others and see speedy development.

Graph-based information science and machine studying is a subject in and of its personal. Nonetheless, it is also one of many key areas of funding for Neo4j going ahead. Continued funding within the cloud providing, market attain, and developer expertise is the opposite key areas for Neo4j. As well as, the corporate is partnering with programs integrators and increasing within the APAC space.

Eifrem usually attributes Neo4j’s success to the emphasis on developer expertise. Living proof, NODES — Neo4j On-line Developer Expo & Summit — which Neo4j has been organizing since 2019, aimed particularly at builders. Neo4j pays consideration to its messaging for builders, and Eifrem’s keynote at NODES as we speak isn’t any exception.


Neo4j 4.0 launched Material, its resolution for horizontal scalability through sharding and federation. A demo to showcases real-time question efficiency towards a graph with over 200 billion nodes and greater than a trillion relationships, operating on over 1000 thousand machines. Picture: Neo4j


Traditionally, one of many predominant criticisms on Neo4j has been on its distribution mannequin, which critics argue results in suboptimal scalability for giant graphs. In 2020, Neo4j 4.0 launched Material, its resolution for horizontal scalability through sharding and federation. As well as, Eifrem’s NODES 2021 keynote features a demo to indicate real-time question efficiency towards a graph with over 200 billion nodes and greater than a trillion relationships operating on over 1000 machines.

To place it into perspective, Neo4j notes, a graph of a trillion relationships might home a social graph detailing how each particular person on the planet is related. Eifrem talked about that the demo relies on the LDBC Social Community Benchmark. LDBC is a cross-industry initiative engaged on defining and executing benchmarks for graph database applied sciences.

Eifrem additionally talked about that the setup and configuration of the demo could be made obtainable on GitHub for anybody wishing to duplicate this. Not that it is going to be very simple to do that on the scale Neo4j executed. Simply producing the dataset takes appreciable experience and assets. As for operating it, securing 1000 servers from AWS was not simple, and it value over $96k per day. It took a number of effort by the engineering crew, who put it collectively in underneath one month.

The concept, nevertheless, is to make issues simpler for builders, no less than once they’re not operating one thing as demanding. In that course, Neo4j can be asserting a free tier for Aura, its managed database cloud service. Builders can join free, stand up and operating on the free tier endlessly, and begin constructing purposes or mess around Neo4j at zero value, Eifrem mentioned.

Making it simple to onboard after which scale up as wanted appears like the best way to go. Each buyers and builders appear to understand this.