Innovate UK

AMPLY Discovery is a biotechnology company focused on utilizing machine learning and synthetic biology to discover novel drug and nutraceutical candidates. By employing a proprietary platform that combines in silico and in vitro approaches, AMPLY aims to develop first-in-class therapeutic molecules to address significant health challenges, including cancer, metabolic diseases, and multi-drug resistant infections. The company’s innovative engine digitizes the natural diversity of life, allowing for the identification of potential drug candidates based on their functional properties. This methodology enhances the predictability and cost-effectiveness of drug discovery, enabling research entities to uncover new treatments for difficult-to-treat diseases.

Intellegens specializes in applying artificial intelligence and machine learning to enhance innovation in various fields, including materials, chemicals, and manufacturing. The company’s flagship software, Alchemite™, originated from research at the University of Cambridge and is designed to train deep neural networks using sparse and noisy data, where conventional methods often struggle. By utilizing Alchemite™, users can conduct analyses through a user-friendly web interface and leverage advanced graphical tools, which streamline the integration of AI into existing workflows and tools. This capability allows clients to achieve significant improvements, such as reducing the number of required experiments by up to 90%, thereby saving time and costs. Intellegens has successfully implemented its technology in diverse applications, including drug discovery, materials development, and manufacturing processes, enabling clients to extract greater value from incomplete datasets.

Wowment is a digital platform and app that connects mentors and beneficiaries by utilizing cutting-edge AI and machine learning technology.

Building the Workforce of Tomorrow, Today. We help you understand your current workforce and leverage data-driven technology to attract, screen and retain top talent; ensuring that you build diverse and productive teams in the fairest way possible. Everything we do plugs seamlessly into your ATS and CRM, do you don't need to change your processes.

Brarista specializes in AI-driven solutions tailored for online lingerie retailers, focusing on enhancing the customer experience through personalized bra fittings. The company has developed proprietary visual technologies that allow consumers to accurately determine their bra size from the comfort of their homes. By enabling users to take photos of their upper bodies using smartphones, laptops, or tablets, Brarista helps women better understand their bodies and make informed purchasing decisions. This innovative approach not only reduces sizing confusion but also significantly boosts retailers' revenues, with reported increases of up to 30%. Through its offerings, Brarista aims to make bra-fitting more accurate, accessible, and personalized for consumers.

RoboK is a computer vision startup based in Cambridge, United Kingdom, founded in 2017. The company specializes in designing and developing simultaneous localization and mapping (SLAM) algorithms and advanced 3D sensing technologies tailored for automotive and industrial applications, including autonomous driving and machine automation. RoboK focuses on enhancing safety and performance in industrial workplaces through innovative, privacy-preserving technology that optimizes the capabilities of existing CCTV systems. By transforming visual data from large-scale transport and logistics infrastructures into actionable insights, RoboK collaborates with major operators in critical sectors to deliver enhanced object detection, classification, and tracking. The company aims to maximize the value of visual data, turning passive surveillance systems into proactive tools for efficiency and safety.

Cogitat specializes in artificial intelligence technology that interprets brain waves and converts them into digital commands. The company has developed a machine learning-driven electroencephalogram decoding software that allows for seamless brain-computer interaction. This technology is designed to be device and subject agnostic, enabling users to navigate and interact with digital environments using only their thoughts. By utilizing real-life EEG data and integrating virtual reality technology, Cogitat's brainwave decoder eliminates the need for lengthy calibration sessions, enhancing the user experience and making brain-computer interfaces more accessible.

Productive Machines that enable machining companies to be faster to the best part, first time, in an automated way. Unlike competitors who are stuck in a labour intensive iterative cycle to produce parts. Productive Machines have a digital twin of the physics, mechanics, dynamics, distortion and vibration of the machining process for metal cutting, enabling the company to test millions of parameters in simulation to enhance CAM and Gcode to improve productivity and part quality. Productive Machines is a spin out from the UK Advanced Manufacturing Research Centre (AMRC)

Lumai specializes in the development of fully optical computing systems, integrating photonics and machine learning to create faster and more energy-efficient computing solutions. By leveraging optical technologies, Lumai aims to provide significant advantages over traditional electronic systems, including reduced energy consumption and enhanced processing speeds. The company's innovations are designed to support the advancement of next-generation artificial intelligence, enabling consumers and businesses to benefit from quicker and more sustainable computing capabilities.

DeepMirror is a software platform that integrates human expertise with artificial intelligence to enhance drug discovery processes. The company specializes in predicting the properties of molecules and their affinity for various targets, thereby streamlining the research and development efforts of biopharmaceutical teams. By employing structured perception and feature fusion techniques, DeepMirror's platform delivers advanced 3D insights while maintaining low power consumption. This capability simplifies the analysis of complex data, ultimately allowing researchers to focus on the most promising drug candidates and conduct fewer experiments, leading to more efficient drug development.

Outcome-driven digital health support recommendation platform using machine learning and digital phenotyping - starting in mental health.

Multus is a London-based company established in 2019 that specializes in providing affordable and efficient growth media for the cultivated meat industry. By employing a machine learning approach, Multus develops entirely animal-free growth media tailored specifically for animal cells, helping cultivated meat companies scale their production while maintaining high performance. The company focuses on optimizing growth factor proteins produced by genetically engineered microorganisms, thereby eliminating the environmental drawbacks associated with traditional animal serum-based media. This innovative solution supports the growth of diverse animal cell types and tissues, enabling clients to produce sustainable meat products while minimizing the environmental and economic impacts of conventional meat production.

LabGenius Ltd is a biopharmaceutical company based in London that focuses on discovering new biological molecules through the integration of artificial intelligence, automation, and synthetic DNA. Founded in 2012, the company has developed a robotic platform known as EVA, which acts as a robot scientist capable of designing, conducting, and learning from its own experiments. LabGenius specializes in developing next-generation protein therapeutics aimed at addressing unmet medical needs, including conditions like Inflammatory Bowel Disease. Their innovative approach utilizes advanced machine learning and synthetic biology to engineer the properties of protein drugs, enhancing attributes such as protease stability and tissue penetration. This technology enables the efficient creation of protein therapeutics, providing physicians with access to cutting-edge treatments developed through robotic automation.

Libereat is a technology company specializing in allergen detection software aimed at enhancing food safety for businesses. Its machine learning software identifies dangerous errors in food data that traditional safety processes often overlook. By analyzing food labeling, packaging, supplier information, ingredient lists, and supply chain data, Libereat enables large brands to automatically detect and address potential issues before products reach consumers. This proactive approach helps prevent harm to consumers while mitigating significant costs, regulatory challenges, and reputational damage for food businesses.

AMPLY Discovery is a biotechnology company focused on utilizing machine learning and synthetic biology to discover novel drug and nutraceutical candidates. By employing a proprietary platform that combines in silico and in vitro approaches, AMPLY aims to develop first-in-class therapeutic molecules to address significant health challenges, including cancer, metabolic diseases, and multi-drug resistant infections. The company’s innovative engine digitizes the natural diversity of life, allowing for the identification of potential drug candidates based on their functional properties. This methodology enhances the predictability and cost-effectiveness of drug discovery, enabling research entities to uncover new treatments for difficult-to-treat diseases.

Muddy Machines develops autonomous robots aimed at assisting farms with labor-intensive crops by automating fieldwork. The company initially focuses on its green asparagus harvest technology while planning to expand its capabilities to other crops. Additionally, Muddy Machines is exploring the use of its robotic platform for other labor-intensive tasks, such as weeding and precision applications. The robots utilize computer vision and machine learning to assess crop maturity and perform selective harvesting, ensuring that crops are picked with care to minimize damage. This innovation enables farmers to increase local produce yields and maintain the freshness of their crops.

Muddy Machines develops autonomous robots aimed at assisting farms with labor-intensive crops by automating fieldwork. The company initially focuses on its green asparagus harvest technology while planning to expand its capabilities to other crops. Additionally, Muddy Machines is exploring the use of its robotic platform for other labor-intensive tasks, such as weeding and precision applications. The robots utilize computer vision and machine learning to assess crop maturity and perform selective harvesting, ensuring that crops are picked with care to minimize damage. This innovation enables farmers to increase local produce yields and maintain the freshness of their crops.

OctaiPipe is a technology company that specializes in Federated Learning Operations (FL-Ops) specifically designed for Edge AIoT devices. Its architecture streamlines the entire lifecycle of AI model development, encompassing setup, training, deployment, fine-tuning, and continuous learning. By facilitating the creation of distributed IoT solutions, OctaiPipe empowers data scientists to develop systems that learn and adapt efficiently at scale. This approach not only enhances the operational effectiveness of critical infrastructure but also promotes sustainability, resilience, and security in a globally connected environment. Furthermore, OctaiPipe's solutions significantly reduce the costs associated with monitoring, maintenance, upgrades, and auditing, making it easier for organizations to manage their AI systems.

DeepMirror is a software platform that integrates human expertise with artificial intelligence to enhance drug discovery processes. The company specializes in predicting the properties of molecules and their affinity for various targets, thereby streamlining the research and development efforts of biopharmaceutical teams. By employing structured perception and feature fusion techniques, DeepMirror's platform delivers advanced 3D insights while maintaining low power consumption. This capability simplifies the analysis of complex data, ultimately allowing researchers to focus on the most promising drug candidates and conduct fewer experiments, leading to more efficient drug development.

Watermarq specializes in providing decision-useful insights to promote investment and collective action for water security. The company utilizes innovative technologies, including artificial intelligence and machine learning, to analyze satellite imagery and generate high-resolution, basin-specific data on water availability, quality, value, and access. This data is designed to assist clients in the public, private, and financial services sectors in making informed decisions regarding environmental, social, and governance risks. By focusing on operational insights, Watermarq enables its clients to estimate future risks based on observed data, rather than relying on speculation.

Zinia is a company that specializes in providing a human-centered AI platform designed to align artificial intelligence with business objectives. Its platform enables organizations to implement advanced AI solutions with minimal training and without the need for extensive technical expertise, facilitating rapid monetization of AI capabilities. Zinia focuses on simplicity, flexibility, adaptivity, and explainability in its offerings, allowing businesses across various industries and geographies to enhance decision-making processes through AI assistance. As an award-winning startup supported by prominent investors, Zinia aims to optimize business outcomes by leveraging cutting-edge AI technology.

Vamstar operates a B2B healthcare supply chain platform that addresses inefficiencies in the sourcing and procurement processes for medical devices and pharmaceuticals. By utilizing advanced data automation technologies such as machine learning, Vamstar aggregates demand from millions of sources, creating a comprehensive marketplace that connects buyers, including hospitals and health systems, with a vast network of suppliers. The platform provides real-time analytics and valuable tools for search and bid development, allowing users to quickly identify suitable opportunities and finalize transactions. With access to a significant volume of global demand and millions of contracts, Vamstar simplifies the procurement process, helping healthcare organizations reduce costs and improve access to essential products and services. The company is dedicated to building a digital marketplace that fosters innovation in healthcare and is supported by leading investors in the field.

3AI is a machine learning company dedicated to building the world’s most advanced and usable AI for investment professionals, founded by an award-winning data science team of industry experts. 3AI is enhancing investor decision making with big data predictions and insights, enabling better judgement and results. ALBA is 3AI's self-learning equity prediction intelligence, producing reliably accurate global equity forecasts and insights. ALBA's top picks have consistently outperformed the S&P 500 since the 1980s.

Muddy Machines develops autonomous robots aimed at assisting farms with labor-intensive crops by automating fieldwork. The company initially focuses on its green asparagus harvest technology while planning to expand its capabilities to other crops. Additionally, Muddy Machines is exploring the use of its robotic platform for other labor-intensive tasks, such as weeding and precision applications. The robots utilize computer vision and machine learning to assess crop maturity and perform selective harvesting, ensuring that crops are picked with care to minimize damage. This innovation enables farmers to increase local produce yields and maintain the freshness of their crops.

Abtrace specializes in AI-based solutions designed to enhance medical expertise and streamline healthcare processes. The company focuses on developing clinical decision-making tools that transform the detection, monitoring, and treatment of chronic and long-term health conditions. By utilizing machine learning and big data techniques, Abtrace's software analyzes patient data to provide insights that help healthcare professionals manage current diseases and identify early signs of new conditions. This approach not only improves patient safety but also reduces the misuse of antibiotics and enhances treatment outcomes. Additionally, Abtrace's solutions automate key aspects of disease monitoring, enabling general practitioners and healthcare assistants to make informed decisions and deliver effective care while lowering practice costs and saving time.

At Predictiva, we are determined to solve the most difficult optimisation dilemmas in the financial markets, to deliver predictable profits while minimising risks. Using state-of-the-art Deep Reinforcement Learning algorithms, we use AI to redefine Financial Intelligence through autonomous trading.

Muddy Machines develops autonomous robots aimed at assisting farms with labor-intensive crops by automating fieldwork. The company initially focuses on its green asparagus harvest technology while planning to expand its capabilities to other crops. Additionally, Muddy Machines is exploring the use of its robotic platform for other labor-intensive tasks, such as weeding and precision applications. The robots utilize computer vision and machine learning to assess crop maturity and perform selective harvesting, ensuring that crops are picked with care to minimize damage. This innovation enables farmers to increase local produce yields and maintain the freshness of their crops.

Glamorous AI develops an artificial intelligence-based drug discovery platform that focuses on low-data scenarios in pharmaceutical research. The platform utilizes AI to identify and optimize novel chemical compounds, facilitating the discovery of new medicines by analyzing prior experimental results. It is designed to handle sparse, noisy, and small datasets, making it particularly effective for tackling complex drug discovery challenges. By leveraging a large repository of pre-trained and customizable AI models, Glamorous AI enables researchers to screen extensive chemical libraries and address novel and first-in-class therapeutic targets, ultimately driving innovation in drug development and contributing to the advancement of treatments for various diseases.

People Matter is a software development company focused on mental health and well-being. It creates applications that utilize machine learning and artificial intelligence to monitor and understand human behavior. By applying a scientific approach to psychology and data science, People Matter's proprietary measurement scale, known as PEBB, helps users identify their inner resources and the external demands they face. This enables individuals to recognize what energizes them and facilitates lasting changes toward improved wellness and balance in their lives.

Etiq AI develops a lightweight AI testing tool that assists companies in assessing their data and models. The platform is designed to identify errors, risks, and potential bias issues, offering repair recommendations to enhance accuracy. By providing real-time analytics and decision-making capabilities, Etiq AI enables organizations, particularly in the financial sector, to address bias and mitigate associated risks. This functionality allows firms to deploy AI applications more effectively, ultimately leading to improved business outcomes.

People Matter is a software development company focused on mental health and well-being. It creates applications that utilize machine learning and artificial intelligence to monitor and understand human behavior. By applying a scientific approach to psychology and data science, People Matter's proprietary measurement scale, known as PEBB, helps users identify their inner resources and the external demands they face. This enables individuals to recognize what energizes them and facilitates lasting changes toward improved wellness and balance in their lives.

Vamstar operates a B2B healthcare supply chain platform that addresses inefficiencies in the sourcing and procurement processes for medical devices and pharmaceuticals. By utilizing advanced data automation technologies such as machine learning, Vamstar aggregates demand from millions of sources, creating a comprehensive marketplace that connects buyers, including hospitals and health systems, with a vast network of suppliers. The platform provides real-time analytics and valuable tools for search and bid development, allowing users to quickly identify suitable opportunities and finalize transactions. With access to a significant volume of global demand and millions of contracts, Vamstar simplifies the procurement process, helping healthcare organizations reduce costs and improve access to essential products and services. The company is dedicated to building a digital marketplace that fosters innovation in healthcare and is supported by leading investors in the field.

Freyda is a technology company that utilizes artificial intelligence to streamline data extraction from documents, specifically targeting the financial services sector. By automating the process of manual data entry, Freyda's platform enhances productivity, allowing users to manage data significantly faster. The company's machine learning algorithms are designed to recognize, extract, and normalize essential information, making it easier for clients to analyze data directly from documents without the need for manual intervention. This innovation not only simplifies workflows but also supports informed decision-making in investment strategies.

Your FLOCK is a software-as-a-service (SaaS) platform that enhances employee engagement and productivity by leveraging data and science to analyze motivations at work. The platform focuses on the cultural alignment and values of teams rather than solely on skills and experience. By providing machine learning-driven tools, Your FLOCK enables managers to effectively coach their teams through tailored activities that foster better synchronization and collaboration among team members. This approach aims to improve overall performance, particularly for remote teams, by creating a more engaged and motivated workforce.

Abtrace specializes in AI-based solutions designed to enhance medical expertise and streamline healthcare processes. The company focuses on developing clinical decision-making tools that transform the detection, monitoring, and treatment of chronic and long-term health conditions. By utilizing machine learning and big data techniques, Abtrace's software analyzes patient data to provide insights that help healthcare professionals manage current diseases and identify early signs of new conditions. This approach not only improves patient safety but also reduces the misuse of antibiotics and enhances treatment outcomes. Additionally, Abtrace's solutions automate key aspects of disease monitoring, enabling general practitioners and healthcare assistants to make informed decisions and deliver effective care while lowering practice costs and saving time.

TutorHero is an online learning platform focused on providing high-quality tutoring in English and Maths for children. By utilizing machine learning, TutorHero customizes tutoring sessions to meet individual student needs, ensuring effective learning experiences. The platform offers one-to-one tutoring, along with access to hundreds of revision videos and quizzes, all from the comfort of home. Additionally, TutorHero features interactive revision lessons and creative tutoring methods designed to foster a love of learning in students. This approach aims to help children catch up on educational gaps that may have arisen during the Covid-19 pandemic.

Decorte Future Industries is a venture-backed startup focused on utilizing artificial intelligence to extract health data from sound. The company has developed advanced machine-learning methods that enable the extraction of complex biometrics, including cardiovascular and respiratory health, from audio recorded via standard microphones. This innovative approach allows clients to gather intricate health data efficiently and at scale, simplifying the process of health monitoring.

Liopa Ltd is a Belfast-based company that specializes in biometric authentication and verification technology. Established in 2015, it has developed LipVerify, a solution that validates user identity by analyzing lip movements as they speak into a camera. Drawing from over 15 years of PhD research in speech and image processing, Liopa has created an automated lipreading technology rooted in machine learning and artificial intelligence. The company is notable for introducing commercially available visual speech recognition technology, with its primary application being SRAVI. This smartphone app is designed to assist individuals who have lost their ability to speak, enabling them to communicate by deciphering their lip movements. SRAVI is currently undergoing trials in Intensive Care units within the NHS, providing a crucial communication tool for patients and their caregivers.

Intellegens specializes in applying artificial intelligence and machine learning to enhance innovation in various fields, including materials, chemicals, and manufacturing. The company’s flagship software, Alchemite™, originated from research at the University of Cambridge and is designed to train deep neural networks using sparse and noisy data, where conventional methods often struggle. By utilizing Alchemite™, users can conduct analyses through a user-friendly web interface and leverage advanced graphical tools, which streamline the integration of AI into existing workflows and tools. This capability allows clients to achieve significant improvements, such as reducing the number of required experiments by up to 90%, thereby saving time and costs. Intellegens has successfully implemented its technology in diverse applications, including drug discovery, materials development, and manufacturing processes, enabling clients to extract greater value from incomplete datasets.

Corridor Technology is a technology company. It will entail the development of a fully standardised imagery and video data review system to allow asset inspectors in road, rail and energy corridors to review remote condition monitoring data (RCM), output from Corridor’s Machine Learning systems.

Vamstar operates a B2B healthcare supply chain platform that addresses inefficiencies in the sourcing and procurement processes for medical devices and pharmaceuticals. By utilizing advanced data automation technologies such as machine learning, Vamstar aggregates demand from millions of sources, creating a comprehensive marketplace that connects buyers, including hospitals and health systems, with a vast network of suppliers. The platform provides real-time analytics and valuable tools for search and bid development, allowing users to quickly identify suitable opportunities and finalize transactions. With access to a significant volume of global demand and millions of contracts, Vamstar simplifies the procurement process, helping healthcare organizations reduce costs and improve access to essential products and services. The company is dedicated to building a digital marketplace that fosters innovation in healthcare and is supported by leading investors in the field.

Feebris’ team combines expertise in biomedical engineering, machine learning, global health and business. More importantly, they are unreasonably passionate about our vision to transform healthcare globally and make it equitable, personalised and patient-driven.

Chief.AI marshals global AI resources, channeling them on demand for metered consumption in a marketplace environment. Chief.AI accelerates MLOps and reduces time to business insight, making it easy to discover and consume artificial intelligence programmatically. Connect your machine to Chief Artificial Intelligence and benefit from the world's premier AI services.

Filmily is a fan engagement platform that leverages patented machine learning technology to automate the creation of branded content from mobile devices. By capturing and analyzing videos recorded by attendees at events, Filmily enhances the value of user-generated content for event owners and sponsors. The platform identifies and curates key moments, transforming them into compelling short-form films optimized for promotional use. This approach not only benefits sponsors by allowing them to brand the content effectively but also connects event owners with their fans in a meaningful way. Fans enjoy the opportunity to relive and share personalized video stories, enriching their overall experience.

We democratise sports performance data using machine learning, image recognition and analytics

At Sentireal, we create software and media platforms that turn mobile devices and headsets into smart assistants. These assistants deliver training and guidance using augmented reality (AR) and virtual reality (VR) technologies, blended with artificial intelligence (AI). This combination provides "personal immersive learning" - personalised immersive content and continuous background assessment of learning progress. Our software and media solutions, powered by our immersonal™ platform, provide enhanced learning outcomes by presentation of content using augmented reality and virtual reality technologies. This media content is created based on the learners current activities and real-world situation, and allows for personalised delivery of content, based on individual training needs. Using artificial intelligence, our software platform offers the opportunity for assessment and feedback on individual learners.

Leapian research and develop the most efficient and effective ways for people to learn, manage knowledge and solve problems. We use emerging technologies to develop software and innovative algorithms. We aim to bring automation to the process of learning, finding information and mapping out knowledge.

Context Scout aims to revolutionise the way every person uses the web. We're building the next generation in web assistance technology - a content-aware browser that doesn’t just show you webpages, but one that reads and comprehends the content, understands what you are trying to do online (making sense of tasks across multiple tabs), and helps you get it done. The world's first web browser chatbot - Your digital assistant for getting anything done online ** Under Development ** Soon we will be able to assist you with: * Online Shopping Scout will find alternative prices, discounts, reviews and summarise your shopping in time for your purchase decision. * Event Planning Scout will check your calendar to see if you're available and plan out your route to the event. * And everything else Need to know how many calories are in the recipe you're looking at? Need the perfect gif for your tweet? Want to find out what people are saying on social m

Vivacity Labs Ltd. specializes in providing hyper-local data solutions for smart cities and intelligent transport systems. Founded in 2015 and based in London, the company offers a range of services that include car parking and bus occupancy sensing, traffic monitoring, and insights into rail management through predictive analytics. To enhance urban transport management, Vivacity is deploying thousands of sensors across the UK, including in Milton Keynes, which is being developed as the country's first transport-focused smart city. These sensors leverage machine learning and artificial intelligence to analyze video feeds and generate valuable data on traffic patterns, cyclist movements, and more. Vivacity's advanced predictive algorithms aim to improve road safety and reduce congestion by providing transport managers with unprecedented insights into future transport scenarios.

Sensing Feeling Limited, established in 2013 and based in London, specializes in developing IoT-based human behavior sensing products for businesses. The company leverages advanced technology, including computer vision and machine learning, to provide real-time measurement of behavioral indices. Sensing Feeling's products enhance the reliability and effectiveness of analyzing aggregated human behavior in physical spaces, allowing organizations to better understand risks, improve safety, and enhance customer experiences. By utilizing smart visual sensing software, the company enables accurate, simultaneous behavior sensing of individuals and groups, as well as vehicles and other assets, thereby assisting businesses in managing safety and risk within critical operational environments.

Warwick Analytics offers advanced predictive analytics and process automation. Using Warwick Analytic's proprietary technology Optimised Learning, Its flagship product, PrediCX, automatically classifies data involving a lot of text by using machine learning to label concepts rather than rules/concepts, and requires minimum human effort for maximum accuracy. PrediCX can be used for enhanced insight into verbatim text data, Robotic Process Automation, or sentiment analysis for consumer feedback.