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AI Trends
The top new trends in artificial intelligence.
FILTER BY:
5 years
AI
Pachama
301K
Volume
+50%
Growth
Company that leverages AI and satellite data to enable businesses to invest in nature. Pachama provides continuous insights into how forests sequester carbon, protect wildlife, and benefit local communities, helping companies make informed decisions about their environmental investments. The primary target demographic includes corporations and organizations seeking to enhance their sustainability efforts and reduce their carbon footprint.
regular
Plainsight
5.4K
Volume
+50%
Growth
Company specializing in vision AI, providing solutions that connect cameras to a Vision Intelligence Filter for business-relevant insights. Plainsight Technologies differentiates itself by leveraging advanced computer vision and deep learning techniques to deliver actionable data and enhance operational efficiency. The primary target demographic includes businesses and industries seeking to implement AI-driven visual analytics for improved decision-making and operational performance.
peaked
Clinical trial software
590
Volume
+50%
Growth
Specialized project management application designed to effectively plan, manage, and track clinical study portfolios. Clinical trial software supports study teams from startup, through enrollment and monitoring, to study close, offering features like data management, compliance tracking, and reporting. This software is primarily used by pharmaceutical companies, research organizations, and clinical trial coordinators to streamline and enhance the efficiency of clinical trials.
regular
iqvia
201K
Volume
+49%
Growth
A prominent company in the healthcare and life sciences sector, providing advanced analytics, technology solutions, and contract research services. Formed through the merger of IMS Health and Quintiles in 2016, it leverages data and technology to enhance clinical, commercial, and real-world outcomes for its clients. IQVIA primarily serves pharmaceutical, biotechnology, and medical device companies, as well as healthcare providers and payers.
regular
JFROG Artifactory
14.8K
Volume
+49%
Growth
Universal repository manager that supports all major package formats, build tools, and CI servers. It is designed to manage binary artifacts throughout the application lifecycle, from development to production, and integrates with various CI/CD tools, providing features like artifact versioning, metadata management, and security controls. JFROG Artifactory is primarily targeted at development teams and organizations seeking efficient and secure management of their software artifacts.
regular
Firebase auth
27.1K
Volume
+49%
Growth
Firebase Authentication is a service provided by Google that enables developers to authenticate users into their applications. It supports various authentication methods, including email and password, phone authentication, and federated identity providers like Google, Facebook, and Twitter, offering a secure and streamlined user authentication process. This service is particularly beneficial for developers looking to implement robust and scalable authentication systems in their web and mobile applications.
regular
Ada Health
6.6K
Volume
+48%
Growth
A company that provides artificial intelligence (AI) and machine learning tools for healthcare. It differentiates itself by offering a symptom assessment app that uses AI to help users understand their health conditions and guide them to appropriate care. The primary target demographic includes individuals seeking preliminary health assessments and healthcare providers looking for AI-driven diagnostic support.
exploding
OpenVC
5.4K
Volume
+48%
Growth
Fund management company backed by the New York Stock Exchange, providing a data, indexing, and sourcing platform. OpenVC enables the launch of index-based investment strategies into sought-after companies in private markets, differentiating itself through its comprehensive data and indexing capabilities. The primary target demographic includes institutional investors and fund managers seeking to invest in private market opportunities.
regular
protobuf
60.5K
Volume
+47%
Growth
Protocol Buffers, developed by Google, are a method for serializing structured data. They are designed to be language-neutral and platform-neutral, offering efficient data serialization that is faster and smaller than XML or JSON. Protocol Buffers are commonly used in RPC systems and for data storage, benefiting developers who need to ensure backward and forward compatibility in their applications.
regular
Istio
40.5K
Volume
+46%
Growth
Open-source service mesh designed to manage communication between microservices in cloud-native applications. It offers features such as traffic management, security, observability, and policy enforcement, differentiating itself with its comprehensive control over service interactions. Istio is primarily targeted at developers and organizations utilizing microservices architectures, particularly those deploying applications in Kubernetes environments.
exploding
SimScale
12.1K
Volume
+46%
Growth
Cloud-based platform offering tools for structural, thermal, and fluid analysis of 3D CAD models. Designed to be user-friendly, accessible, and scalable, it allows engineers and designers to perform complex simulations directly from their web browsers without the need for high-end hardware. The platform is ideal for engineers and designers seeking versatile simulation capabilities, including Finite Element Analysis (FEA), Computational Fluid Dynamics (CFD), and thermal simulations.
regular
Cross entropy
18.1K
Volume
+46%
Growth
Concept from information theory commonly used in machine learning, particularly in classification problems. It measures the difference between two probability distributions for a given random variable or set of events, often serving as a loss function to evaluate model performance. Cross entropy is crucial for optimizing model parameters to improve prediction accuracy, benefiting data scientists and machine learning practitioners.
regular
CPython
22.2K
Volume
+46%
Growth
The reference implementation of the Python programming language, written in C and Python. CPython compiles Python code into bytecode, which is then interpreted by a virtual machine, offering simplicity and ease of integration with C and C++ code. It is widely used by developers who require a robust and versatile implementation of Python.
regular
Planner 5D
201K
Volume
+46%
Growth
Planner 5D is an online design tool that enables users to create and visualize interior and architectural designs in 2D and 3D formats. It offers a user-friendly interface with features like drag-and-drop editing, a vast catalog of furniture and decor, and the ability to render photorealistic images of designs, making it suitable for both professionals and non-designers. Planner 5D is aimed at homeowners, DIY enthusiasts, and design professionals seeking an accessible and customizable platform for planning and visualizing living spaces.
exploding
Intelligent automation
3.6K
Volume
+45%
Growth
Technological approach that integrates Artificial Intelligence (AI), Machine Learning (ML), and Robotic Process Automation (RPA) to automate complex business processes. By combining AI and RPA, it enhances the efficiency, accuracy, and speed of tasks that traditionally required human intervention, such as data processing, decision-making, and customer service. Intelligent Automation is particularly beneficial for industries looking to streamline operations, reduce costs, and improve overall productivity.
regular
scikit-learn
135K
Volume
+45%
Growth
Scikit-learn is a widely-used open-source machine learning library for the Python programming language. It offers simple and efficient tools for data mining and data analysis, built on top of NumPy, SciPy, and matplotlib, and includes a variety of algorithms for supervised and unsupervised learning, model selection, and preprocessing. Scikit-learn is particularly valuable for data scientists, machine learning practitioners, and researchers who require robust and accessible tools for developing and evaluating machine learning models.
exploding
Seed Health
8.1K
Volume
+45%
Growth
Microbiome science company focused on pioneering applications of microbes for human and planetary health. Seed Health collaborates with leading academic researchers to advance discoveries in microbial sciences, including developing novel therapeutics, consumer health innovations, and environmental solutions. The company's products and research primarily benefit individuals seeking advanced health solutions and those interested in sustainable environmental practices.
exploding
Insurtech
22.2K
Volume
+45%
Growth
The term refers to the use of technology innovations designed to improve efficiency and reduce costs in the insurance industry. Insurtech encompasses a wide range of technologies, including artificial intelligence, big data, blockchain, and IoT, to enhance underwriting, claims processing, and customer experience. It primarily targets insurance companies and consumers seeking more personalized, efficient, and user-friendly insurance solutions.
exploding
Momenta
27.1K
Volume
+44%
Growth
Autonomous driving technology company headquartered in Beijing, China, founded in September 2016 by Xudong Cao. Momenta aims to build the 'Brains' for autonomous vehicles, offering solutions to enable autonomous driving and reshape the future of mobility. The company's technology primarily benefits automotive manufacturers and consumers seeking advanced autonomous driving capabilities.
regular
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14.8K
Volume
+44%
Growth
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exploding
Smart night light
1.6K
Volume
+44%
Growth
Advanced lighting solutions equipped with features such as automatic on/off, motion sensors, dimming options, and energy efficiency. These lights are designed for convenience and can be used in various settings, including children's rooms and hallways, offering enhanced safety and ease of use. Smart night lights are particularly beneficial for individuals seeking energy-efficient and automated lighting solutions for their homes.
regular
Connected car
201K
Volume
+43%
Growth
A vehicle that uses internet connectivity to communicate with external systems. These systems can include applications that can unlock the car, GPS for navigation, and vehicle-to-vehicle communication for enhanced safety and traffic management, providing a more integrated and efficient driving experience. Connected cars are primarily targeted at tech-savvy consumers and those seeking advanced safety features and convenience in their vehicles.
exploding
Deep learning
201K
Volume
+43%
Growth
Subset of machine learning in artificial intelligence (AI) that utilizes networks capable of learning from unstructured or unlabeled data. Deep learning is instrumental in technologies such as driverless cars, voice control in consumer devices, and various other applications requiring complex pattern recognition. It primarily benefits industries and researchers focused on advanced AI applications and data-driven decision-making.
exploding
DataOps
8.1K
Volume
+43%
Growth
Collaborative data management practice that focuses on improving the communication, integration, and automation of data flows between data managers and data consumers. It aims to deliver high-quality data quickly and efficiently by applying principles from DevOps, Agile, and Lean methodologies to data analytics, ensuring that data is reliable and accessible. DataOps primarily benefits data engineers, data scientists, and business analysts who require efficient and high-quality data for their operations.
regular
Data smoothing
10
Volume
+43%
Growth
Statistical technique used to remove noise from a data set, allowing important patterns to stand out. It involves creating a smooth curve that approximates the data points, with common methods including moving averages, exponential smoothing, and LOESS (Locally Estimated Scatterplot Smoothing). Data smoothing is particularly useful for analysts and researchers who need to identify trends and patterns in noisy data sets.
regular
Crowdbotics
1.9K
Volume
+43%
Growth
Software company founded in 2016 that specializes in aiding application development, from initial modules to full applications, for various company sizes and industries. It differentiates itself by simplifying the app development process, making it accessible for businesses without extensive technical expertise. The primary target demographic includes startups, small to medium-sized enterprises, and larger organizations seeking efficient and scalable app development solutions.
peaked
Sky engine
390
Volume
+42%
Growth
Generative simulation and deep learning platform based in London, England, designed to produce fully annotated synthetic data and train AI computer vision algorithms at scale. It procedurally generates highly balanced imagery data of photorealistic environments and objects, and offers advanced domain adaptation algorithms, setting it apart from competitors. The platform is primarily targeted at developers, data scientists, and ML/software engineers working on computer vision projects across various industries.
regular
Smart meter
33.1K
Volume
+42%
Growth
An electronic device that records the consumption of electric energy and communicates the information to the electricity supplier for monitoring and billing. Smart meters provide real-time or near real-time data, allowing for more accurate billing and better energy management, and can also help in detecting outages and improving the efficiency of the electricity grid. They are particularly beneficial for utility companies and consumers looking to optimize energy usage and reduce costs.
regular
Kubeflow
22.2K
Volume
+42%
Growth
Open-source platform designed to facilitate the deployment, management, and scaling of machine learning workflows on Kubernetes. It includes components like Pipelines, Katib, KFServing, Notebooks, and Training Operators, and supports multi-tenancy for shared cluster environments, providing a comprehensive solution for end-to-end machine learning operations. Kubeflow is primarily targeted at data scientists, machine learning engineers, and organizations looking to streamline and scale their machine learning workflows on Kubernetes infrastructure.
regular
Blaize
8.1K
Volume
+41%
Growth
Computer hardware manufacturer based in El Dorado Hills, California, specializing in edge AI processing solutions. Blaize offers a proprietary, purpose-built, full-stack hardware architecture and a low-code/no-code software platform, differentiating itself by providing comprehensive solutions for various markets such as automotive, mobility, retail, security, industrial automation, and medical devices. The company's products are primarily targeted at industries requiring advanced AI processing capabilities at the edge.
regular
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