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There have been a few key AI startup acquisitions this week — in ML decision-making and AI translation — in addition to new funding in a wide range of sectors as various as conversational AI, enterprise workflows and land-based aquaculture.

Listed here are six firms that made headlines:

1. BioNTech acquires ML startup InstaDeep for drug discovery

German-based biotech firm BioNTech, well-known for the Pfizer-BioNTech COVID-19 vaccine, will acquire the UK-based InstaDeep, for as much as £562 million (~$680 million). BioNTech was already partnering with Instadeep, which according to its website “delivers AI-powered decision-making programs for the enterprise.”

“Our purpose with the acquisition is to combine AI seamlessly in all elements of our work – from goal discovery, lead discovery to manufacturing and supply of our merchandise,” BioNTech co-founder and chief government Ugur Sahin mentioned on the J.P. Morgan healthcare convention on Tuesday, according to Reuters.

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2. DeepL targets AI translation for enterprises with recent $100 million

In search of to focus on enterprise clients with AI language translation, Cologne, Germany-based DeepL introduced a brand new funding increase that public studies estimate at nicely over $100 million. 

Fundamental language translation capabilities have been accessible on for many years — for instance, providers similar to Google Translate. However the problem has been enabling extra superior translation for enterprise use instances that seize not simply the literal that means however the correct tone and context. That is an space the place AI powered language translation is starting to make an affect.

DeepL launched in 2017 and has steadily superior its expertise by deep neural networks. The brand new funding raises the corporate’s valuation to greater than $1 billion. The corporate didn’t publicly launch the overall raised.

3. HPE acquires Pachyderm to spice up AI dev

Hewlett Packard Enterprise (HPE) has acquired privately-held open-source vendor Pachyderm to spice up synthetic intelligence (AI) growth capabilities and allow reproducible AI at scale.

The San Francisco-based Pachyderm was based in 2014 and had raised $28 million in funding to this point. Monetary phrases of the acquisition will not be being publicly disclosed.

Pachyderm develops an open-source based mostly expertise for information pipelines used to allow machine studying (ML) operations workflows. With Pachyderm, customers may also outline information transformation for the way supply information must be manipulated and configured so it’s optimized for AI. The entire information pipeline strategy is ready up in a manner that makes it simply reproducible, such that it’s simpler for information scientists to know how information that flows right into a mannequin is collected and used. 

4. ReelData AI snags $8 million for land-based farmers

ReelData, an organization leveraging AI to offer personalized information and automation to land-based farmers, introduced it has raised $8 million.

“Scaling the worldwide land-based aquaculture trade is vital in each our struggle towards local weather change and our means to feed a rising inhabitants,” mentioned Mathew Zimola, co-founder and CEO of ReelData, in a press launch. “ReelData’s farmer-first strategy has knowledgeable our deep understanding of the ache factors that our companions are going through with regards to scalability. Our means to unravel these issues by using AI and automation helps to push the boundaries of our trade’s capabilities.”

Based on ReelData, aquaculture is without doubt one of the fastest-growing segments of meals manufacturing and its continued tempo of enlargement rests on scaling land-based operations. These services are complicated and require real-time, correct decision-making. ReelData intends to make use of the funding it has raised to develop a exact and autonomous working system to unlock the way forward for land-based aquaculture and the sustainability developments it guarantees.

5. Conversational AI specialist NLX raises $4.6M

New York Metropolis-based NLX, whose conversational AI expertise is being utilized by airways, lodges and fast-moving shopper items suppliers, has raised $4.6 million in funding, according to a press release.

The newest spherical will probably be used for market enlargement and product optimization. The information comes virtually one 12 months after NLX introduced a $5 million raise in seed funding in January 2022, bringing the overall raised to $9.6 million.

“In an age of accelerating digital interactions with clients, many firms are upgrading their customer support expertise, together with their contact facilities, to enhance large-scale inner and exterior communication and enhance buyer self-service by automation,” mentioned Andrei Papancea, CEO and chief product officer of NLX.

6. AI studying startup Ahura AI lands further $4.3 million

AI studying expertise platform Ahura AI, based mostly in San Francisco, introduced $4.3 million in new funding to assist the corporate’s product growth and gross sales exercise.

Based on a press launch, the corporate says there’s an “explosion of innovation and alter to company studying platforms (LMS, LXPs) catalyzed by current tendencies of remote-work, the Nice Resignation, and heightened consciousness of the optimistic affect of belonging on productiveness and expertise retention.”

“As traders in early stage ventures which might be growing scalable and ground-breaking innovation, we’re happy to have invested and assist Ahura AI of their vital work the crew is doing in AI and customized studying in upskilling workforces,” mentioned Chris Sang, managing accomplice, CP Ventures.

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