Graphcore is a UK-based company that specializes in the design and production of AI processors and software for use in machine learning and artificial intelligence applications. Founded in 2016, Graphcore has quickly established itself as a major player in the AI hardware market, with a focus on creating processors specifically designed for the unique demands of AI workloads.

One of Graphcore's key contributions to the AI field is the development of their Intelligence Processing Unit (IPU) technology. The IPU is a custom-designed processor that is optimized for AI workloads, with features such as on-chip memory, a massively parallel architecture, and support for mixed-precision arithmetic. This allows the IPU to process large amounts of data quickly and efficiently, making it well-suited for tasks such as natural language processing, image recognition, and other complex AI tasks.

In addition to their hardware innovations, Graphcore has also developed a range of software tools and libraries designed to help developers get the most out of their hardware. For example, their Poplar software development kit includes a range of tools for optimizing AI models and deploying them on Graphcore's hardware, while their PopVision visualizer tool provides insights into the performance of AI workloads running on Graphcore's hardware.

Founded: 2016

Headquarter: Bristol, United Kingdom

Website: https://www.graphcore.ai

Darktrace, founded in 2013 by mathematicians and cyber defense experts, is a global leader in cybersecurity AI, delivering complete AI-powered solutions in its mission to liberate the world from cyber disruption. They protect over 8,100 customers from the world's most sophisticated threats, such as ransomware, cloud, and SaaS attacks.

Their foundations are firmly rooted in creativity. With over 125 patents and pending applications, the Cambridge, UK-based Darktrace AI Research Centre has done research establishing new standards in cyber security. The Hague, Netherlands, is home to the business's European R&D hub.

Darktrace's groundbreaking Self-Learning AI enables bespoke solutions that are unique to each customer and are based on continuous visibility into an organization's entire digital ecosystem. Darktrace is currently implementing a Cyber AI Loop, an industry-first set of cyber capabilities that will not only prevent, detect, respond to, and heal from cyber-attacks, but will do so all at once. A feedback system that is always on and has a deep, interconnected understanding of the enterprise creates a virtuous cycle in which each capability strengthens and hardens the entire security ecosystem.

Public sector organizations, educational institutions, the media, companies that provide essential infrastructure, and companies of all sizes in every area are among their clients. Darktrace, which has its headquarters in Cambridge, United Kingdom, employs more than 2,000 people in more than 100 nations. One of TIME magazine's "Most Influential Companies" for 2021 is Darktrace. The British Standards Institution has granted Darktrace compliance certification with the ISO/IEC 27001:2013 information security standard.

Founded: 2013

Headquarter: Cambridge, England

Website: https://darktrace.com

Nexthink is a Swiss-based software company that specializes in digital employee experience management. The company was founded in 2004 and has since grown to become a leader in the field, with offices in Europe, the United States, and Asia.

Nexthink's core product is a platform that enables companies to monitor and analyze the digital experience of their employees in real-time. The platform uses advanced analytics and artificial intelligence to identify and troubleshoot issues before they impact the user experience. By providing IT teams with real-time insights into the user experience, Nexthink enables them to proactively address issues, reduce downtime, and improve overall productivity.

Nexthink's contributions to the AI field are significant. The platform uses machine learning algorithms to identify patterns and anomalies in user behavior, enabling it to quickly detect and diagnose issues. It also leverages natural language processing (NLP) to interpret user feedback and sentiment, providing valuable insights into the employee experience.

Additionally, Nexthink has developed a number of innovative features that leverage AI technology. For example, the platform uses machine learning to create dynamic baselines of normal user behavior, enabling it to quickly identify abnormal behavior that may indicate a security threat. It also uses AI to predict and prevent potential issues, reducing the need for reactive support and improving the overall user experience.

Founded: 2004

Headquarter: Prilly, Canton de Vaud, Switzerland

Website: https://www.nexthink.com

Exscientia's motivation is to find faster and smarter methods to discover new and better drugs. Exscientia will allow people to live more healthy and productive lives by actively employing AI to precision engineer medicines more quickly and efficiently. To handle this challenge, they are reimagining how drug discovery is implemented, combining cutting-edge AI techniques with experimental innovation to create a new set of drug discovery processes.

Exscientia, a company founded in 2012, is at the forefront of the growth of pharmatech, a field that combines complex drug discovery with sophisticated AI applications. Exscientia was the first business to automate drug development and the first to introduce a molecule created by artificial intelligence into clinical testing.

Exscientia, as a full stack AI drug discovery business, focuses on AI design as well as precision data generation. These, when combined, increase the strength and fidelity of the integrated AI and machine learning systems. Exscientia is able to greatly accelerate the pre-clinical drug discovery stage, enabling the delivery of novel treatments to patients worldwide, by focusing on both design and experiment.

Founded: 2012

Headquarter: Oxford, Oxfordshire

Website: https://exscientia.ai