Dec
05
2018
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Camunda hauls in $28M investment as workflow automation remains hot

Camunda, a Berlin-based company that builds open-source workflow automation software, announced a €25 million (approximately $28 million) investment from Highland Europe today.

This is the company’s first investment in its 10-year history. CEO and co-founder Jakob Freund says the company has been profitable since Day One, but decided to bring in outside capital now to take on a more aggressive international expansion.

The company launched in 2008 and for the first five years offered business process management consulting services, but they found traditional offerings from companies like Oracle, IBM and Pega weren’t encouraging software developers to really embrace BPM and build new applications.

In 2013 the company decided to solve that problem and began a shift from consulting to software. “We launched our own open-source project, Camunda BPM, in 2013. We also offered a commercial distribution, obviously, because that’s where the revenue came from,” Freund explained.

The project took off and they flipped their revenue sources from 80 percent consulting/20 percent software to 90 percent software/10 percent consulting in the five years since first creating the product. They boast 200 paying customers and have built out an entire stack of products since their initial product launch.

The company expanded from 13 employees in 2013 to 100 today, with offices in Berlin and San Francisco. Freund wants to open more offices and to expand the head count. To do that, he felt the time was right to go out and get some outside money. He said they continue to be profitable and more than doubled their ARR (annual recurring revenue) in the last 12 months, but knowing they wanted to expand quickly, they wanted the investment as a hedge in case revenue slowed down during the expansion.

“However, we also want to invest heavily right now and build up the team very quickly over the next couple of years. And we want to do that in such a quick way that we want to make sure that if the revenue growth doesn’t happen as quickly as the headcount building, we’re not getting any situation where we would then need to go look funding,” he explained. Instead, they struck while the company and the overall workflow automation space is hot.

He says they want to open more sales and support offices on the east coast of the U.S. and move into Asia, as well. Further, they want to keep investing in the open-source products, and the new money gives them room to do all of this.

Dec
04
2018
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FortressIQ raises $12M to bring new AI twist to process automation

FortressIQ, a startup that wants to bring a new kind of artificial intelligence to process automation called imitation learning, emerged from stealth this morning and announced it has raised $12 million.

The Series A investment came entirely from a single venture capital firm, Light Speed Venture Partners. Today’s funding comes on top of $4 million in seed capital the company raised previously from Boldstart Ventures, Comcast Ventures and Eniac Ventures.

Pankaj Chowdhry, founder and CEO of FortressIQ, says that his company basically replaces high-cost consultants who are paid to do time and motion studies and automates that process in a fairly creative way. It’s a bit like Robotics Process Automation (RPA), a space that is attracting a lot of investment right now, but instead of simply recording what’s happening on the desktop, and reproducing that digitally, it takes it a step further in a process called “imitation learning.”

“We want to be able to replicate human behavior through observation. We’re targeting this idea of how can we help people understand their processes. But imitation learning is I think the most interesting area of artificial intelligence because it focuses not on what AI can do, but how can AI learn and adapt,” he explained

They start by capturing a low-bandwidth movie of the process. “So we build virtual processors. And basically the idea is we have an agent that gets deployed by your enterprise IT group, and it integrates into the video card,” Chowdhry explained.

He points out that it’s not actually using a camera, but it captures everything going on, as a person interacts with a Windows desktop. In that regard it’s similar to RPA. “The next component is our AI models and computer vision. And we build these models that can literally watch the movie and transcribe the movie into what we call a series of software interactions,” he said.

Another key differentiator here is that they have built a data mining component on top of this, so if the person in the movie is doing something like booking an invoice, and stops to check email or Slack, FortressIQ can understand when an activity isn’t part of the process and filters that out automatically.

The product will be offered as a cloud service. Chowdhry’s previous company, Third Pillar Systems, was acquired by Genpact in 2013.

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