RPA
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Robotic process automation — which lets organizations shift repetitive back-office tasks to machines to complete — has been a hot area of growth in the world of enterprise IT, and now one of the companies that’s making waves in the area has acquired a smaller startup to continue extending its capabilities.
Blue Prism, which helped coin the term RPA when it was founded back in 2001, has announced that it is buying Thoughtonomy, which has built a cloud-based AI engine that delivers RPA-based solutions on a SaaS framework. Blue Prism is publicly traded on the London Stock Exchange — where its market cap is around £1.3 billion ($1.6 billion), and in a statement to the market alongside its half-year earnings, it said it would be paying up to £80 million ($100 million) for the firm.
The deal is coming in a combination of cash and stock: £12.5 million payable on completion of the deal, £23 million in shares payable on completion of the deal, up to £20 million payable a year after the deal closes, up to £4.5 million in cash after 18 months, and a final £20 million on the second anniversary of the deal closing, in shares. Thoughtonomy had never raised outside funding, although that was not for lack of interest.
“We’ve had approaches on a daily basis since the intelligent automation market has exploded,” said Terry Walby, CEO and founder of Thoughtonomy, in an interview, “but getting the best outcome for the company and our customers is not just about taking money and headlines [touting] our valuation.”
The acquisition comes about six months after Blue Prism announced it would be raising around $130 million (£100 million) to continue growing at a time when RPA is getting a lot of attention in the market. Linda Dotts, the company’s SVP of global partner strategy and programs, today confirmed that it did raise that money, and that part of the proceeds of that are being used to make the Thoughtonomy acquisition. She also confirmed that it would be looking at other opportunities, a sign that we are likely going to see at least a little more consolidation in this space.
On the same day that it had announced that fundraise, Blue Prism also unveiled a new AI initiative, working with partners to execute on that. And indeed that is what it is getting with Thoughtonomy. The companies were already working together before this — Thoughtonomy’s other key partners are companies like Microsoft’s Azure and Google Cloud, used to deliver its services — and according to Walby, the idea is that his startup will be helping Blue Prism get its services to the next level of where RPA is going.
“We provide architectural support and add intelligence,” he said in an interview. “Our platform addresses activities that require understanding or interpretation, and so it expands the use cases for RPA beyond structured processes.”
That’s notable, given the position of Blue Prism within the RPA landscape. The company is one of the more legacy providers — one of the consequences of being an early mover — and while that gives it a clear advantage of showing it has staying power, in the world of software that can be a more challenging sell when younger companies are building tech from scratch on newer frameworks. (UiPath, which has made major inroads into RPA both in terms of its customer and partner growth, as well as in terms of its funding, is one example.)
And in a market that is still seeing growth (read: companies often operate at a loss to invest in that growth), its ups and downs are there for everyone to see and scrutinise. In its half-year earnings that it posted today, its negative EBITDA margin widened once more — sales, marketing and other business development efforts come at a cost, for one — although group revenues also nearly doubled to £41.6 million from £22.9 million in the same period a year earlier. Total customer numbers are up 91% over the same period a year ago, and with sales returns typically taking about 12 months to come through on the balance sheet, the longer-term picture is worth watching, too.
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Robotics process automation (RPA) is as hot as any enterprise technology at the moment, as companies look for ways to marry their legacy systems with a more modern flavor of automation. Catalytic, a startup from the Midwest, is putting its own flavor on RPA, aiming at more unstructured data. Today it was rewarded with a $30 million Series B investment.
The investment was led by Intel Capital, with participation from Redline Capital and existing investors NEA, Boldstart and Hyde Park Angel. Today’s round brings the total raised to almost $42 million, according to the company.
RPA helps automate highly mundane processes. Sean Chou, Catalytic co-founder and CEO, says there are a couple of ways his company’s solution diverts from his competition, which includes companies like Blue Prism, Automation Anywhere and UIPath.
For starters, Chou says, his company’s solution concentrates on unstructured data, like pulling information from documents or emails using a variety of techniques, depending on requirements. It could be old-fashioned scanning and OCR or more modern natural language process (NLP) to “read” the document, depending on requirements.
It is designed like all RPA tools to take humans out of the loop when it comes to the most mundane business processes, but, as Chou says, his company wants human employees in the loop whenever needed, whether that’s exception processing or tasks that are simply too challenging to program at the moment.
The company launched in 2015 using money Chou had earned from the sale of his previous company, Fieldglass, which he had sold the previous year to SAP for more than $1 billion dollars. Fieldglass helped with outsourcing, and as Chou developed that company, he saw a growing problem around automating certain tedious business processes, especially when they touched legacy systems inside an organization. He raised $3.1 million in seed money from Boldstart Ventures in NYC in 2016 and began building out the product in earnest.
Today, Catalytic has a dozen customers, including Bosch, the German manufacturing conglomerate. It employs 60 people in its Chicago headquarters. While its investors come from the coasts, Catalytic is building a company in the heart of the Midwest, a part of the country that has often been left out of the startup economy.
With $30 million, Catalytic can begin expanding the number of employees, including helping service its large customers, building out it partner network with other software companies and systems integrators and bringing in more engineering talent to continue building out the product.
The product is offered on a subscription basis as a cloud service.
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UiPath, a startup that works in the growing area of RPA, or robotic process automation — where AI-based software is used to help businesses run repetitive or mundane back-office tasks, to free up humans to tackle more sophisticated work — has raised money for the third time this year. The company is today announcing that it has closed out its Series C at $265 million — $40 million higher than the amount it said it was aiming for two months ago.
UiPath is now disclosing new investors in the round — namely, IVP, Madrona Venture Group and Meritech Capital — plus secondary sales for employees to give them liquidity, which made up the difference. The company has confirmed to me that the transactions were done at the same valuation as the rest of the Series C, at $3 billion. The Series C is still led by CapitalG and Sequoia Capital as before.
For some context, earlier this year, the company also raised a Series B of $153 million at a $1.1 billion valuation.
UiPath’s strong valuation hike and the rapid pace of its funding come at a time when both the company and its rivals are all growing quickly, as enterprises rush to capitalise on the rise of artificial intelligence in the workplace. In the case of RPA, the promise is that it will help bring down the cost of doing business and improve organizations’ efficiency. UiPath’s mantra is to provide “one robot for every person,” essentially doubling a company’s workforce without the need to hire more people.
UiPath says that its current annual run rate is now $150 million, up from a $100 million ARR figure it put out just two months ago, with customers now numbering at 2,100 and including the US Army, Defense Logistics Agency, GSA, IRS, NASA, Navy, and the Department of Veterans Affairs. One source at the company tells me that it’s getting approached “almost daily” for more funding at the moment.
At the same time, the competitive landscape is most definitely heating up. We’ve heard that Automation Anywhere, which also just raised money — $250 million — earlier this year, may also be looking to raise more (we’re looking into it). And just earlier this week, we reported that another RPA player, Kofax, acquired a division of Nuance for $400 million to ramp up its image processing business.
“I am honored to have IVP, Madrona Venture Group and Meritech Capital as new investors in UiPath. Their leadership and guidance will no doubt help us continue to define and lead the Automation First era for customers everywhere. UiPath has had many funding options and I believe we have selected the investors that align best with our culture and beliefs. I am humbled as the syndicate of unquestionably top-tier venture capital firms who believe in UiPath and support our future,” said UiPath CEO and co- founder Daniel Dines said in a statement. “Additionally, it is a core UiPath principle to share the success of the company in a meaningful way with our hard-working and long-time employees and we were excited to be able to extend the opportunity, at their personal choice, to realize partial liquidity in this round.”
Updated with clarification about the employee liquidity sales and new investor names.
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UiPath is bringing automation to repetitive processes inside large organizations and it seems to have landed on a huge pain point. Today it announced a massive $225 million Series C on a $3 billion valuation.
The round was led by CapitalG and Sequoia Capital. Accel, which invested in the companies A and B rounds also participated. Today’s investment brings the total raised to $408 million, according to Crunchbase, and comes just months after a $153 million Series B we reported on last March. At that time, it had a valuation of over $1 billion, meaning the valuation has tripled in less than six months.
There’s a reason this company you might have never heard of is garnering this level of investment so quickly. For starters, it’s growing in leaps in bounds. Consider that it went from $1 million to $100 million in annual recurring revenue in under 21 months, according to the company. It currently has 1800 enterprise customers and claims to be adding 6 new ones a day, an astonishing rate of customer acquisition.
The company is part of the growing field of robotic process automation or RPA. While the robotics part of the name could be considered a bit of a misnomer, the software helps automate a series of mundane tasks that were typically handled by humans. It allows companies to bring a level of automation to legacy processes like accounts payable, employee onboarding, procurement and reconciliation without actually having to replace legacy systems.
Phil Fersht, CEO and chief analyst at HfS, a firm that watches the RPA market, says RPA isn’t actually that intelligent. “It’s about taking manual work, work-arounds and integrated processes built on legacy technology and finding way to stitch them together,” he told TechCrunch in an interview earlier this year.
It isn’t quite as simple as the old macro recorders that used to record a series of tasks and execute them with a keystroke, but it is somewhat analogous to that approach. Today, it’s more akin to a bot that may help you complete a task in Slack. RPA is a bit more sophisticated moving through a workflow in an automated fashion.
Ian Barkin from Symphony Ventures, a firm that used to do outsourcing, has embraced RPA. He says while most organizations have a hard time getting a handle on AI, RPA allows them to institute fundamental change around desktop routines without having to understand AI.
If you’re worrying about this technology replacing humans, it is somewhat valid, but Barkin says the technology is replacing jobs that most humans don’t enjoy doing. “The work people enjoy doing is exceptions and judgment based, which isn’t the sweet spot of RPA. It frees them from mundaneness of routine,” he said in an interview last year.
Whatever it is, it’s resonating inside large organizations and UiPath, is benefiting from the growing need by offering its own flavor of RPA. Today its customers include the likes of Autodesk, BMW Group and Huawei.
As it has grown over the last year, the number of employees has increased 3x and the company expects to reach 1700 employees by the end of the year.
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The initial hype around bots — applications that run partly or entirely using natural language processing, machine learning, computer vision and other AI tech to help consumers ask and answer questions, buy things and get other stuff done — may have waned a bit, but a startup building the equivalent for the enterprise world, in a fast-growing field called robotic process automation,… Read More
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In an industry that tends to concentrate its startup energy in Silicon Valley, Kryon defies convention. The robotics process automation (RPA) startup has its US headquarters in New Jersey. The location didn’t matter when it came to getting investment capital as the company announced a $12 million Series B today. The round was led by Aquiline Technology Growth (ATG) and Vertex Ventures.… Read More
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