German-based biotech company BioNTech SE is set to acquire InstaDeep, a Tunis-born and U.K.-based artificial intelligence (AI) startup InstaDeep for up to £562 million (~$680 million) in its largest deal yet.

BioNTech is said to pay £362 million — a mix of cash and an undisclosed amount of BioNTech shares — upfront. The remaining £200 million is dependent on on how InstaDeep performs in the future, according to the company’s statement.

The Tunis and London-based enterprise AI startup which uses advanced machine learning techniques to bring AI to applications within an enterprise environment, has offices in Paris, Tunis, Lagos, Dubai and Cape Town.

CEO Begur, in an interview with TechCrunch last year, said InstaDeep uses reinforcement learning, a kind of machine learning that helps design optimization strategies and tackles them simultaneouslyInstances where InstaDeep applies its AI tech includes helping a large shipping company to efficiently transport thousands of containers to a railway station or automate scheduling for 10,000 trains. Other examples are the design of advanced therapeutics with silicon and routing components on a printed circuit board.

The company is currently working on a moonshot product to automate railway scheduling with Deutsche Bahn, the largest rail operator in Europe. 

BioNTech intends to use computational solutions to create personalised drugs for cancer patients and according to its CEO Uğur Şahin, “The acquisition of InstaDeep allows us to incorporate the rapidly evolving AI capabilities of the digital world into our technologies, research, drug discovery, manufacturing and deployment processes. Our aim is to make BioNTech a technology company where AI is seamlessly integrated into all aspects of our work.”

InstaDeep’s 240-man team will continue to provide its AI and machine learning services to other companies, including Google and Nvidia, per the company’s statement.

“AI is progressing exponentially and our mission at InstaDeep has always been to make sure it benefits everyone. We are very excited to join forces and become one team with BioNTech, with whom we share the same culture of deep tech innovation and focus on positive human impact,” said Beguir on the acquisition. “Together, we envision building a world leader that combines biopharmaceutical research and AI with the aim to design next-generation immunotherapies that enhance medical care – thus, helping fight cancer and other diseases.”

The transaction is expected to close in the first half of 2023, subject to customary closing conditions and regulatory approvals.

BioNTech acquires Tunisian-born and U.K-based AI startup InstaDeep for £562M by Tage Kene-Okafor originally published on TechCrunch