Top Machine Learning Software List (May 2024)

Create customized monitors for machine learning models with magically-simple monitor builder, and get alerts for issues like concept drift, model performance degradation, bias and more. Aporia integrates seamlessly with any ML infrastructure. Whether it’s a FastAPI server on top of Kubernetes, an open-source deployment tool like MLFlow or a machine learning platform like AWS Sagemaker.

Rasgo eliminates the metric inconsistencies that cause different answers from the same data. They empower data consumers to easily discover, explore, create, and monitor the standardized business metrics that act as the lifeblood of their business.

Lightly is an appropriate data curation tool that helps developers with their data preparation and organisation part to improve their machine learning models on the go. Unique insights related to raw data provided by the platform is of great use. Organisations can start with the platform simply by uploading business-relevant data on the go. They can leverage the software’s open-source framework to create embeddings, train models and update data as well, besides utilising the software’s cloud interface to analyse and explore data as per convenience. Also going through the available samples and filters helps users to get a clear understanding of adequate measures that need to be taken. With Lightly, developers can tag each dataset to facilitate seamless tracking. Moreover, with the software, team members can also collaborate with each other on the go and share their final datasets ready to be used in machine learning models.

integrate.ai is a Machine Learning to build experience to convert customers. Focus marketing spends on individuals and forecasts the number of units sold to optimize against your targets. Identify individuals and engage to measure the performance of your business. Small, Medium and Large companies make use of the software.

Trueface is a revolutionary product that has been training computers to identify and interpret visual data just like humans. This technology allows businesses to make quick decisions without the need of human capital, saving them money and allowing employees to focus on more productive tasks. Trueface’s breakthrough technology is focused on providing equal performance recognition for all, offering flexibility through its on-premise technology with deployment options such as cloud, hardware, edge ect . As they strive towards achieving optimal performance levels, the impact of this product on business professionals continues to expand. With Trueface, businesses are able to focus their resources better while still maintaining the same quality of productivity and decision making capabilities as before. Experience the power of computers seeing like humans, and witness the dramatic impact it can have on bottom line. Trust in Trueface to shape the future of technology, one visual interpretation at a time.

DeepBrainz AI creates the technology for builders (data scientists and developers), business decision-makers (business leaders) to drive AI transformation in the mid-to-large enterprises across industry sectors. Manage, understand and interpret your machine learning models, experiments, and end-to-end workflows with X-MLOps by deploying robust, repeatable X-ML pipelines with continuous ML evaluation tools. secure AI repository with one-click deployment for deep learning, ML that accelerates deployment to development workflows to focus on building solutions, gathering insights, and delivering business value.

Anolytics is an intuitive annotation software that companies use to streamline their machine learning and intelligence model developments. The software provides annotated image data for digital platforms allowing machines to detect images and make object-based classification across multiple categories in no time. Anolytics works with the highest accuracy level and excellence in image annotation passing through multiple stages of auditing and reviewing labelled data. As far as Anolytics’ security is concerned, the software is certified with SOC 2 TYPE 1 Company through which it maintains accurate data privacy across multiple sectors within an organisation. Large teams can work together in order to annotate pictures and get things done as per the brief of an individual client. Furthermore, Anolytics includes the combination of advanced tools and human-powered skills to make each image easily recognisable to be annotated. These images could be of any objects, such as humans, animals, trees, cars, etc, depending on clients’ demand.

Appier AiDeal is a conversion optimization cloud that uses psychology to discover and convert hesitant shoppers. AiDeal uses more than 400 data parameters, such as chronology, cursor movements, and more, to model each user's reluctance degree and purchase intentions. It exclusively targets hesitant buyers who require extra motivation to place an order, and it prompts immediate sales. Individuals can further employ a limited special offer to give customers the push they require to checkout out at the proper time. With the same budget, the software attracts a greater number of consumers. Appier AiDeal's performance reward payment mechanism ensures that every penny a customer spends adds immediately to a performance boost. The ability to understand customer psychology by leveraging vast on-app or onsite signals, in-depth insights on hesitant users, easy integration and management, customised timings, and the ability to scale to multiple channels by reconciling data and increasing conversion and lifetime value are just a few of the highlights.

Introducing Craft.AI, the groundbreaking platform that is revolutionizing the world of AI. As the first-ever platform dedicated entirely to the industrialization of Generative and Responsible AI, Craft.AI is the game-changer have been waiting for. With Craft.AI, customer have the power to fine-tune, deploy, and pilot LLMs and Machine Learning models in record time. Craft.AI provides customers with the tools to bring MLOps into the company, ensuring accelerated development of AI projects and increased reliability. Craft.AI understands the unique challenges faced by professionals. That's why we've created a platform that not only simplifies the AI development process but also ensures responsible and ethical use of this powerful technology. We believe in the tremendous potential of AI, and that potential can only be fully realized when combined with a strong sense of responsibility. The benefits of Craft.AI extend far beyond the initial development phase. With our sophisticated MLOps capabilities, customer can seamlessly integrate AI models into production environment. This platform ensures that the AI projects are not only efficiently deployed but also continuously monitored and improved upon. Craft.AI empowers to unleash the full potential of AI projects and drive real-world impact. Craft.AI, where innovation meets accountability. Unleash the power of responsible AI and reshape the future.

Mona is an AI monitoring platform that offers seamless, intelligent artificial intelligence for industries and teams who are obliged to consistently optimize production processes for faster business development. It allows model performance metrics in production and machine learning teams to track data. It notifies the possible drifts, integrity problems, and biases, leading businesses to have quick and definitive improvements. Mona is an All-in-One platform to consistently gather, transform, and optimize data from diverse portions of your AI structure to monitor performance metrics in a powerful dashboard. It automatically analyzes various potential variations and alerts your team to avoid internal errors. It allows businesses to review algorithms and models quickly before impacting potential customers. It employs scalability, flexibility and intelligence in your business workflows to enhance efficiency. Mona profusely helps the business team in creating and tracking custom metrics. All business platforms can rely on Mona for revenue intelligence, fraud detection, E-Commerce marketing optimization, and much more. Mona incorporates effortlessly with any model type, any tech stack, and can manage a wide variety of data without interfering with existing workflows.