Artificial Intelligence of Things (AIoT) is the integration of Artificial Intelligence (AI) with the Internet of Things (IoT) to enhance the capabilities of IoT devices. This combination allows devices to not only collect and exchange data but also analyze and make autonomous decisions based on that data, improving efficiency and functionality. AIoT is particularly beneficial for industries and consumers looking to automate processes, enhance data analytics, and create smart environments.

Digital banking infrastructure provider that focuses on enhancing the speed, accuracy, and experience of customer and business onboarding for financial institutions. Signzy differentiates itself by offering AI-driven solutions that streamline compliance, reduce fraud, and improve operational efficiency through digital mediums. The primary target demographic includes banks, financial institutions, and fintech companies seeking to modernize their onboarding processes and enhance customer experience.

Visual search tool that allows users to take a photo or upload an image to find related ideas, products, and inspiration on Pinterest. It uses image recognition technology to identify objects within the image and then suggests similar pins or related content, enhancing the user experience by providing visually similar results. Pinterest Lens is particularly useful for individuals seeking creative inspiration, DIY project ideas, or product recommendations based on visual input.

A critical component in data analytics that manages relationships between various data attributes to create a simplified and unified business view. This layer abstracts the complexity of underlying data structures, providing a user-friendly interface for querying and deriving insights, allowing business users to interact with data using common business terms rather than technical database jargon. It is particularly beneficial for business users who need to generate reports and perform analysis quickly and cost-effectively, ensuring consistency in data interpretation and maintaining data integrity across different business intelligence tools and platforms.

Open-source framework developed by Google that provides cross-platform, customizable machine learning solutions for live and streaming media. MediaPipe offers pre-built solutions for real-time perception tasks such as hand tracking, face detection, and pose estimation, making it efficient for various platforms including mobile devices, desktops, and the web. It is primarily targeted at developers and researchers working on real-time machine learning applications.

Building Information Modeling (BIM) is a digital representation of the physical and functional characteristics of a facility. It provides a shared knowledge resource for information about a facility, forming a reliable basis for decisions during its lifecycle from inception onward, and involves creating and managing digital models used for planning, design, construction, and operation. BIM is particularly beneficial for architects, engineers, contractors, and facility managers who require a collaborative and data-driven approach to building management.

Advanced influencer marketing platform that leverages AI and big data to optimize influencer campaigns. It provides access to a vast database of over one million influencers across various social media platforms, including Instagram, Facebook, X/Twitter, and YouTube, offering detailed analytics and performance metrics to enhance campaign effectiveness. Kolsquare is primarily targeted at brands, marketing agencies, and businesses looking to maximize their influencer marketing strategies and achieve better ROI.

Open-source photo management application designed to help users organize, view, and manage their photo collections. It supports a wide range of image, video, and RAW formats, and offers features such as automatic image classification, facial recognition, and duplicate detection, with a focus on user privacy. PhotoPrism is ideal for individuals seeking a user-friendly solution to keep their pictures organized and accessible.

Programming paradigm where the flow of the program is determined by events such as user actions, sensor outputs, or messages from other programs. It involves components like event sources, event listeners, and event handlers, and is commonly used in GUIs, real-time systems, and asynchronous applications. Event-driven programming is particularly beneficial for developers working on interactive applications and systems requiring real-time responsiveness.

Open-source search engine designed to be fast and easy to use, commonly utilized for building search functionalities in applications. It offers features such as typo tolerance, filters, and custom ranking rules, differentiating itself with its user-friendly setup and efficient performance. Meilisearch is particularly beneficial for developers and businesses seeking to implement robust and customizable search capabilities in their applications.

Benchmarking suite designed to measure the performance of machine learning models. It includes MLPerf Training, which evaluates the time required to train models to a target accuracy, and MLPerf Inference, which assesses the speed of performing inference tasks on new data. MLPerf is valuable for researchers, developers, and organizations seeking to compare and optimize the performance of their machine learning systems.

The use of technology to improve health and healthcare services encompasses a wide range of applications, from medical devices and diagnostic tools to health information systems and telemedicine. Healthtech aims to enhance the efficiency, accuracy, and accessibility of healthcare, often leveraging advancements in fields like artificial intelligence, big data, and the Internet of Things (IoT). It primarily benefits healthcare providers, patients, and organizations seeking to improve patient outcomes, reduce costs, and increase access to healthcare services.

3D scanning application available on iOS, web, and Android platforms. It facilitates the creation of detailed 3D models by allowing users to scan objects and environments with ease, making 3D capture accessible to a broad audience. Polycam is particularly useful for professionals and hobbyists in fields such as design, architecture, and digital content creation.

Mathematical object that generalizes scalars, vectors, and matrices to higher dimensions. Tensors are used in physics to describe physical properties and in computer science, particularly in machine learning and deep learning, as multi-dimensional arrays to represent and manipulate data. Tensors are essential for researchers and professionals in fields such as physics, engineering, and data science.

Startups and companies founded on scientific discoveries or engineering innovations. These technologies often require significant research and development and have the potential to create substantial societal impact, encompassing fields such as artificial intelligence, biotechnology, quantum computing, and advanced materials. Deep tech primarily targets industries and sectors looking to solve complex problems and create new markets through groundbreaking advancements.

Unified communications platform that enables users to call, message, and hold meetings within one workspace. Dialpad differentiates itself by using advanced communications AI to enhance its features, providing a seamless and efficient communication experience. The platform is primarily targeted at businesses and organizations seeking an integrated solution for their communication needs.

Incident automation involves the use of technology to automatically detect, respond to, and resolve IT incidents, aiming to reduce downtime and improve system reliability. Key components include monitoring and detection, alerting, response automation, escalation, and reporting and analysis, which collectively streamline incident management processes. This technology is particularly beneficial for IT departments and organizations seeking to enhance operational efficiency and minimize the impact of system disruptions.

A company that builds a platform designed to simplify trust transformation across privacy, security, and ethics. OneTrust's solutions help companies of all sizes to collaborate seamlessly and place trust at the center of their operations and culture, differentiating itself by offering comprehensive tools for compliance and risk management. The platform is primarily targeted at businesses seeking to enhance their privacy, security, and ethical standards while fostering a culture of trust.

A smart lawn mower is an automated device designed to mow lawns without manual intervention, often utilizing GPS navigation, sensors, and programming for efficient operation. It can be scheduled or controlled remotely via a smartphone app, offering features such as automatic charging, rain detection, and customizable mowing patterns. This product is ideal for homeowners seeking a low-maintenance, eco-friendly solution to lawn care, particularly those with medium to large yards who value convenience and time savings.

Competences that enable individuals to solve complex problems in highly emergent contexts in a self-organized manner, allowing them to act successfully. These skills are anticipated to be crucial in the future job market and educational landscape, as they emphasize adaptability, problem-solving, and self-organization in dynamic environments. Future skills are particularly valuable for individuals preparing for careers in rapidly changing industries and those seeking to enhance their ability to navigate and succeed in uncertain and evolving professional landscapes.

Synthetic media where a person's likeness in an image or video is replaced with someone else's using artificial intelligence and machine learning techniques. Deepfakes leverage generative adversarial networks (GANs) to create realistic alterations, which can be used for entertainment, satire, or malicious activities such as misinformation and identity theft. This technology primarily impacts digital content creators, cybersecurity professionals, and individuals concerned with privacy and misinformation.

Pixel-aligned Implicit Function (PIFu) is a method used for 3D reconstruction from 2D images. It focuses on reconstructing the 3D geometry and texture of clothed humans while preserving the details present in the images, offering a memory-efficient and spatially aligned 3D representation for 3D surfaces. PIFu is particularly beneficial for researchers and developers in the fields of computer vision and graphics who require detailed and accurate 3D models from 2D inputs.

Mobile application dedicated to providing personalized support and information for breastfeeding and maternity. It aims to assist mothers by answering their questions and offering professional guidance throughout their breastfeeding journey, differentiating itself with tailored advice and a comprehensive resource base. The app primarily targets new and expecting mothers seeking reliable and professional support during the breastfeeding period.

The process of identifying and preventing fraudulent activities, particularly in financial transactions. It employs various techniques such as rule-based systems, statistical analysis, machine learning, and behavioral analytics to detect suspicious behavior and anomalies. Fraud detection is crucial for financial institutions, e-commerce platforms, and insurance companies to protect against unauthorized transactions, false claims, and identity theft.

Mobile application designed to assist users in managing their Invisalign treatment. The app features a personalized doctor locator tool that connects users to nearby Invisalign providers and allows them to request appointments, enhancing the convenience and accessibility of orthodontic care. My Invisalign is primarily targeted at individuals undergoing Invisalign treatment who seek an organized and efficient way to manage their appointments and treatment progress.

Formative assessment encompasses a variety of formal and informal assessment methods used by educators during the learning process to enhance student achievement. These assessments aim to provide feedback, track student progress, and identify areas for improvement, thereby allowing teachers to adjust their instructional strategies accordingly. Formative assessments are particularly beneficial for educators and students, as they help in identifying at-risk students and improving overall learning outcomes.

AI Assistant designed to help automate and streamline property management workflows. It serves as a multi-talented property management assistant, aiding in various tasks to improve efficiency in managing properties. Colleen AI is particularly beneficial for property managers and real estate professionals seeking to enhance operational efficiency and reduce manual workload.

Enterprise software vendor providing tools for developers to create production-ready natural language processing (NLP) systems. Deepset offers deepset Cloud, an enterprise LLM platform, and Haystack, an open-source LLM orchestration framework, which differentiate them by focusing on the application of large language models (LLMs) in business operations. Their products are primarily targeted at businesses and developers looking to integrate advanced NLP capabilities into their workflows.

Company providing AR-powered remote video support and communication platforms with AI data capture. Streem enhances customer interactions by reducing waste and inefficiencies, making knowledge and information more accessible through advanced technologies. Its services are particularly beneficial for businesses requiring remote support and communication solutions.

Process of using artificial intelligence (AI) and real-time data to deliver highly curated products and content to individual customers. This approach treats customers as unique individuals with distinct tastes and preferences, allowing brands and retailers to provide a unique and tailored customer experience for each shopper. Hyper personalization primarily benefits businesses aiming to enhance customer engagement and loyalty by offering personalized experiences.