Artificial Intelligence in Manufacturing Market Size, Share, Trends and Growth Analysis 2033

UiPath Acquires London-based NLP Startup Re:infer - Yahoo

Robotic process automation (RPA) company UiPath has acquired Re:infer, a London-based startup that's developing natural language processing (NLP) tools for enterprises. Terms of the deal were not disclosed.

Founded out of Romania initially as Deskover in 2005, UiPath is one of the preeminent RPA platforms, helping to automate repetitive software-based tasks at companies including Google, NASA and DHL. After rebranding in 2015, UiPath moved its headquarters to New York City two years later. The company had raised around $2 billion and attained a valuation of $35 billion ahead of its arrival on the public markets in April, 2021, though its valuation has plummeted in the intervening months.

While RPA is distinct from AI insofar as the former typically adheres to a manual "rules-based" approach, RPA certainly jibes with AI, and the two technologies can be used in conjunction with each other to automate all manner of repetitive tasks in the workforce.

UiPath already embraces artificial intelligences through AI Center, enabling its customers to incorporate AI and machine learning (ML) models into their automations -- this includes pre-built models supplied by UiPath, such as extracting and classifying data from documents, emails or images. But it also allows companies to bring their own ML models to the mix, or access third-party models provided by UiPath.

UiPath: AI Center. Image Credits: UiPath

So UiPath is no stranger to AI, but by bringing Re:infer in-house, the company is going some way toward bolstering its native NLP capabilities. Re:infer specializes in transforming unstructured information from documents and communications into structured data. This data can then be analyzed and put to use as part of a company's broader automated workflows.

The problem that Re:infer is setting out to solve is sizeable -- unstructured data is said to constitute as much as 90% of all data generated by organizations, spanning anything from text and images to server logs and customer support emails. Such data may hold deep insights, such as whether consumers are happy or unhappy with a company's product, but unlocking such insights is traditionally a manual, labor-intensive process -- and that is where NLP enters the fray, enabling companies to mine information at scale.

So rather than simply sending an automated response to an end-user's email request, for example, UiPath and Re:infer combined may allow companies to send tailored responses based on the details of the initial message.

"Automation and AI are a powerful and natural pair that together empower the vision of the fully automated enterprise," Ted Kummert, executive VP of products and engineering at UiPath, said in a press release. "Our customers are awash in documents, communications, and data that they need to understand the meaning of and process efficiently. Combining Re:infer's NLP technology with our Document Understanding and AI products expands the breadth of our current AI-powered automation capabilities and unlocks new automation opportunities for our customers."

Re:infer was founded out of the U.K. In 2015, and it had raised a little more than $11 million in funding. In its seven-year history, Re:infer has also amassed a fairly impressive roster of customers, including Deloitte, Natwest, UBS, Deutsche Bank and Accenture, so this latest deal should open a broader customer base to UiPath.

As a result of the acquisition, Re:infer's features are already available to UiPath customers in private preview, with further integration plans scheduled to be announced later this year.

Re:infer represents UiPath's fourth known acquisition, after snapping up StepShot and ProcessGold in 2019, followed by Cloud Elements last year.

UiPath Acquires NLP Startup Re:infer - TechCrunch

Robotic process automation (RPA) company UiPath has acquired Re:infer, a London-based startup that's developing natural language processing (NLP) tools for enterprises. Terms of the deal were not disclosed.

Founded out of Romania initially as Deskover in 2005, UiPath is one of the preeminent RPA platforms, helping to automate repetitive software-based tasks at companies including Google, NASA and DHL. After rebranding in 2015, UiPath moved its headquarters to New York City two years later. The company had raised around $2 billion and attained a valuation of $35 billion ahead of its arrival on the public markets in April, 2021, though its valuation has plummeted in the intervening months.

While RPA is distinct from AI insofar as the former typically adheres to a manual "rules-based" approach, RPA certainly jibes with AI, and the two technologies can be used in conjunction with each other to automate all manner of repetitive tasks in the workforce.

UiPath already embraces artificial intelligences through AI Center, enabling its customers to incorporate AI and machine learning (ML) models into their automations — this includes pre-built models supplied by UiPath, such as extracting and classifying data from documents, emails or images. But it also allows companies to bring their own ML models to the mix, or access third-party models provided by UiPath.

UiPath: AI Center. Image Credits: UiPath

So UiPath is no stranger to AI, but by bringing Re:infer in-house, the company is going some way toward bolstering its native NLP capabilities. Re:infer specializes in transforming unstructured information from documents and communications into structured data. This data can then be analyzed and put to use as part of a company's broader automated workflows.

The problem that Re:infer is setting out to solve is sizeable — unstructured data is said to constitute as much as 90% of all data generated by organizations, spanning anything from text and images to server logs and customer support emails. Such data may hold deep insights, such as whether consumers are happy or unhappy with a company's product, but unlocking such insights is traditionally a manual, labor-intensive process — and that is where NLP enters the fray, enabling companies to mine information at scale.

So rather than simply sending an automated response to an end-user's email request, for example, UiPath and Re:infer combined may allow companies to send tailored responses based on the details of the initial message.

"Automation and AI are a powerful and natural pair that together empower the vision of the fully automated enterprise," Ted Kummert, executive VP of products and engineering at UiPath, said in a press release. "Our customers are awash in documents, communications, and data that they need to understand the meaning of and process efficiently. Combining Re:infer's NLP technology with our Document Understanding and AI products expands the breadth of our current AI-powered automation capabilities and unlocks new automation opportunities for our customers."

Re:infer was founded out of the U.K. In 2015, and it had raised a little more than $11 million in funding. In its seven-year history, Re:infer has also amassed a fairly impressive roster of customers, including Deloitte, Natwest, UBS, Deutsche Bank and Accenture, so this latest deal should open a broader customer base to UiPath.

As a result of the acquisition, Re:infer's features are already available to UiPath customers in private preview, with further integration plans scheduled to be announced later this year.

Re:infer represents UiPath's fourth known acquisition, after snapping up StepShot and ProcessGold in 2019, followed by Cloud Elements last year.

Paul was a senior TechCrunch writer based in London, who focused largely (but not exclusively) on the world of UK and European startups. He also wrote about other subjects he was passionate about, such as the business of open source software. Prior to joining TechCrunch in June 2022, Paul had gained more than a decade of experience covering consumer and enterprise technologies for The Next Web (now owned by the Financial Times) and VentureBeat. Pitches were sent to: paul.Sawers [at] techcrunch.Com Secure/anon tip-offs via Signal: PSTC.08 He was also on Bluesky: @jambo.Bsky.Social

Deloitte's Brandon Gressett On Government's Automation Evolution

Brandon Gressett, Senior Manager at Deloitte, discussed the evolution of automation in government agencies, emphasizing the importance of starting with existing technologies like RPA and NLP. He highlighted the benefits of agentic workflows, which integrate complex data processing and human interaction. These workflows enable tasks like end-to-end software development in 10 days and automate Privacy Act processes. Gressett envisions agentic workflows as transformative, akin to the internet's impact, and he urged agencies to embrace this technology to streamline operations and enhance efficiency.

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