Open-source framework developed by Facebook for building mobile applications using JavaScript and React. It allows developers to create natively-rendered mobile apps for both iOS and Android platforms using a single codebase, which can significantly reduce development time and costs. React Native is particularly beneficial for developers and companies looking to streamline the development process for cross-platform mobile applications.

Open-source software library for advanced natural language processing in Python, designed for production use. It offers features like tokenization, part-of-speech tagging, named entity recognition, dependency parsing, lemmatization, text classification, and similarity measurement, and provides pre-trained models for various languages. spaCy is primarily targeted at developers and data scientists who require efficient and scalable NLP solutions for their applications.

Fault tolerance refers to the capability of a system to maintain its functionality despite the failure of some of its components. This is achieved through mechanisms such as redundancy, error detection and correction, failover, and graceful degradation, ensuring the system remains highly available and reliable. Fault tolerance is crucial for industries and applications where continuous operation is essential, such as in aerospace, telecommunications, and financial services.

A timekeeping device that utilizes solar cells to convert light into electrical energy, which is stored in a rechargeable battery. Solar-powered watches are environmentally friendly and durable, often featuring various functionalities suitable for outdoor and adventure activities. These watches are ideal for eco-conscious consumers and outdoor enthusiasts who require reliable and sustainable timekeeping solutions.

Field that involves the collection, analysis, and interpretation of data relating to the Earth's surface. It encompasses a variety of disciplines, including surveying, mapping, geographic information systems (GIS), remote sensing, and geodesy, providing valuable insights for urban planning, environmental monitoring, and resource management. Geomatics professionals and organizations involved in spatial data management and analysis benefit from this field.

Subset of artificial intelligence (AI) that focuses on enhancing human intelligence rather than replacing it. Augmented intelligence aims to improve human decision-making and actions by providing advanced tools and insights, leveraging machine learning and data analytics to support and augment human capabilities. This technology is designed for professionals in fields such as healthcare, finance, and customer service, who benefit from enhanced decision-making and efficiency.

Mobile crop advisory app developed by PEAT GmbH, a Berlin-based AI startup, designed to diagnose pest damages, plant diseases, and nutrient deficiencies affecting crops. Launched in 2015, it offers free crop diagnosis and customized solutions to help users boost crop production, differentiating itself with its AI-driven approach and comprehensive treatment measures. The app primarily targets farmers, extension workers, and gardeners seeking to improve crop health and yield.

Discipline that incorporates aspects of software engineering and applies them to infrastructure and operations problems. It aims to create scalable and highly reliable software systems by implementing automation, robust monitoring, and efficient incident response. Site Reliability Engineering primarily benefits organizations seeking to enhance the reliability and scalability of their software systems.

Platform that acts as a Distributed Ledger Agent in securitizations to increase transparency at the loan level. It reduces the typical 55-day reporting lag to just one day, providing bond investors with ultimate transparency and allowing issuers to achieve market premiums on sales. This technology primarily benefits bond investors and issuers seeking enhanced transparency and efficiency in the lending ecosystem.

Website personalization involves creating customized experiences for visitors to a website by tailoring content, offers, and interactions based on individual user data. This process includes collecting user data, segmenting users into groups, and dynamically changing website content to match user preferences and behaviors, thereby enhancing user engagement and conversion rates. Website personalization primarily benefits businesses and marketers aiming to improve user experience and increase customer loyalty.

Software that uses algorithms and computational processes to generate optimized design solutions based on specific constraints and requirements. It leverages AI and machine learning to explore numerous design possibilities, optimizing for factors like weight, strength, cost, and material usage. This software is primarily used by engineers, architects, and designers seeking to enhance efficiency and innovation in their design processes.

Machine learning frameworks that involve two neural networks, the generator and the discriminator, trained simultaneously through adversarial processes to generate realistic data samples. The generator creates data samples, while the discriminator evaluates them, improving the generator's ability to produce increasingly realistic outputs over time. Generative adversarial networks are primarily used by researchers and developers in fields such as image generation, data augmentation, and unsupervised learning.

Sales tool designed to help businesses quickly and accurately generate quotes for orders. CPQ software streamlines the process of configuring products or services, determining pricing, and creating quotes, often integrating with CRM and accounting systems to ensure accuracy and up-to-date information. It is particularly beneficial for companies with complex product offerings or pricing structures, aiming to reduce errors and improve efficiency in the sales process.

Neurotechnology company that integrates neuroscience, artificial intelligence, and hardware to create innovative products. Bitbrain offers devices and software tools for real-time monitoring of EEG, various biosignals (ExG, GSR, RESP, TEMP), and movement activity (EMG, IMUs), distinguishing itself with advanced data analytics and user-friendly interfaces. The company's products are primarily targeted at researchers, healthcare professionals, and organizations seeking to leverage neurotechnology for cognitive and physiological assessments.

Data management platform that evolved from a BI consulting firm to a comprehensive SaaS solution provider. Rivery offers both no-code and custom-code solutions, enabling organizations to manage and integrate their data efficiently while maintaining a customer-first and service-led approach. The platform is targeted at businesses and organizations seeking robust data management and integration solutions to streamline their operations and enhance data-driven decision-making.

Behavioral data platform company based in Atlanta, Georgia, that helps technology leaders make informed decisions by providing insights into user behavior on digital properties. FullStory's technology transforms digital visits into actionable insights, enhancing user experience and enabling data-driven decisions, setting it apart with its comprehensive session replay and analytics capabilities. The platform primarily targets technology leaders, product managers, and UX designers seeking to optimize digital experiences and improve user engagement.

An open-source Java-based framework designed to create stand-alone, production-grade Spring-based applications. It simplifies the development process by providing a set of conventions and default configurations, allowing developers to quickly set up and run applications with minimal configuration. This framework is particularly beneficial for developers building microservices and web applications due to its ease of use and powerful features.

OCRmyPDF is a software tool that adds an optical character recognition (OCR) text layer to scanned PDF files, making them searchable. It differentiates itself by providing a command-line interface and supporting multiple languages, which enhances its utility for users needing to convert scanned documents into searchable and editable formats. The primary users of OCRmyPDF are individuals and organizations that require efficient document management and improved accessibility of scanned documents.

Inverse Reinforcement Learning (IRL) is a machine learning technique aimed at inferring the reward function that an agent is optimizing based on its observed behavior. Unlike traditional reinforcement learning, where the reward function is known and the goal is to learn the optimal policy, IRL focuses on understanding the underlying motivations or objectives driving the observed actions. This method is particularly useful in fields such as robotics, autonomous driving, and human-computer interaction, where it helps in designing systems that can replicate expert behavior.

A highly digitized and connected production facility that leverages advanced technologies like IoT, AI, machine learning, and big data analytics to optimize manufacturing processes. These technologies enable real-time data collection and analysis, process automation, and continuous operational improvements, aiming to increase efficiency, reduce downtime, and enhance product quality. Smart factories primarily benefit manufacturers seeking to make their production processes more flexible and responsive to changes in demand and production conditions.