Best Machine Learning Software in the USA

Find and compare the best Machine Learning software in the USA in 2026

Use the comparison tool below to compare the top Machine Learning software in the USA on the market. You can filter results by user reviews, pricing, features, platform, region, support options, integrations, and more.

  • 1
    Gemini Enterprise Agent Platform Reviews

    Gemini Enterprise Agent Platform

    Google

    Free ($300 in free credits)
    961 Ratings
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    The Gemini Enterprise Agent Platform leverages machine learning to enable organizations to utilize data-centric models for informed decision-making and process automation. Offering a variety of algorithms, tools, and models, this platform helps businesses tackle an array of challenges, including forecasting, classification, and anomaly detection. It simplifies the creation, training, and deployment of machine learning models on a large scale. New users are welcomed with $300 in complimentary credits, allowing them to experiment with machine learning functionalities and assess models tailored to their specific needs. By incorporating machine learning into their operations, companies can fully capitalize on their data and achieve improved results.
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    Dataiku Reviews
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    Dataiku is a comprehensive enterprise AI platform built to transform how organizations develop, deploy, and manage artificial intelligence at scale. It unifies data, analytics, and machine learning into a centralized environment where both technical and non-technical users can collaborate effectively. The platform enables teams to design and operationalize AI workflows, from data preparation to model deployment and monitoring. With its orchestration capabilities, Dataiku connects various data systems, applications, and processes to streamline operations across the enterprise. It also offers robust governance features that ensure transparency, compliance, and cost control throughout the AI lifecycle. Organizations can build intelligent agents, automate decision-making, and enhance analytics without disrupting existing workflows. Dataiku supports the transition from siloed models to production-ready machine learning systems that can be reused and scaled. Its flexibility allows businesses to modernize legacy analytics while preserving institutional knowledge. Companies across industries leverage the platform to accelerate innovation, improve efficiency, and unlock new revenue opportunities. By combining scalability, governance, and usability, Dataiku empowers enterprises to turn AI into a strategic advantage.
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    Google Cloud Speech-to-Text Reviews
    Top Pick

    Google Cloud Speech-to-Text

    Google

    Free ($300 in free credits)
    355 Ratings
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    Google Cloud Speech-to-Text leverages advanced machine learning technologies to refine its transcription precision and flexibility. The platform evolves continuously, drawing insights from extensive voice data, which enhances its performance in practical settings. It is adept at recognizing speech nuances, variations in tone, and effectively handling challenging audio environments, ensuring dependable transcription across diverse use cases. This makes it an excellent choice for organizations looking for scalable and automated transcription solutions. New users can benefit from $300 in complimentary credits, enabling them to discover how this AI-driven service can streamline their transcription tasks and improve overall workflow efficiency.
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    Teradata VantageCloud Reviews
    Teradata VantageCloud is a cloud-based data analytics platform designed for large-scale enterprise machine learning and artificial intelligence applications. It empowers businesses to streamline the preparation, management, and analysis of data across various multi-cloud and hybrid settings, featuring integrated solutions for feature engineering, model development, and deployment. VantageCloud is compatible with popular open-source tools such as Python, R, and Jupyter, while also providing robust governance measures for “Trusted AI” to maintain transparency and regulatory compliance. Its scalable design and SQL-based interface are particularly suited for implementing machine learning workflows and integrating intelligence into organizational processes.
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    Saturn Cloud Reviews
    Top Pick

    Saturn Cloud

    Saturn Cloud

    $0.005 per GB per hour
    104 Ratings
    Saturn Cloud is an AI/ML platform available on every cloud. Data teams and engineers can build, scale, and deploy their AI/ML applications with any stack.
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    Composable DataOps Platform Reviews

    Composable DataOps Platform

    Composable Analytics

    $8/hr - pay-as-you-go
    4 Ratings
    Composable is an enterprise-grade DataOps platform designed for business users who want to build data-driven products and create data intelligence solutions. It can be used to design data-driven products that leverage disparate data sources, live streams, and event data, regardless of their format or structure. Composable offers a user-friendly, intuitive dataflow visual editor, built-in services that facilitate data engineering, as well as a composable architecture which allows abstraction and integration of any analytical or software approach. It is the best integrated development environment for discovering, managing, transforming, and analysing enterprise data.
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    Speechmatics Reviews

    Speechmatics

    Speechmatics

    $0 per month
    Best-in-Market Speech-to-Text & Voice AI for Enterprises. Speechmatics delivers industry-leading Speech-to-Text and Voice AI for enterprises needing unrivaled accuracy, security, and flexibility. Our enterprise-grade APIs provide real-time and batch transcription with exceptional precision—across the widest range of languages, dialects, and accents. Powered by Foundational Speech Technology, Speechmatics supports mission-critical voice applications in media, contact centers, finance, healthcare, and more. With on-prem, cloud, and hybrid deployment, businesses maintain full control over data security while unlocking voice insights. Trusted by global leaders, Speechmatics is the top choice for best-in-class transcription and voice intelligence. 🔹 Unmatched Accuracy – Superior transcription across languages & accents 🔹 Flexible Deployment – Cloud, on-prem, and hybrid 🔹 Enterprise-Grade Security – Full data control 🔹 Real-Time & Batch Processing – Scalable transcription 🚀 Power your Speech-to-Text and Voice AI with Speechmatics today!
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    Gathr.ai Reviews
    Top Pick
    Gathr is a Data+AI fabric, helping enterprises rapidly deliver production-ready data and AI products. Data+AI fabric enables teams to effortlessly acquire, process, and harness data, leverage AI services to generate intelligence, and build consumer applications— all with unparalleled speed, scale, and confidence. Gathr’s self-service, AI-assisted, and collaborative approach enables data and AI leaders to achieve massive productivity gains by empowering their existing teams to deliver more valuable work in less time. With complete ownership and control over data and AI, flexibility and agility to experiment and innovate on an ongoing basis, and proven reliable performance at real-world scale, Gathr allows them to confidently accelerate POVs to production. Additionally, Gathr supports both cloud and air-gapped deployments, making it the ideal choice for diverse enterprise needs. Gathr, recognized by leading analysts like Gartner and Forrester, is a go-to-partner for Fortune 500 companies, such as United, Kroger, Philips, Truist, and many others.
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    Mixpanel Reviews
    Top Pick

    Mixpanel

    Mixpanel

    $89 per month
    8 Ratings
    Mixpanel's mission is to increase innovation. Mixpanel is not only a company but also a service provider for businesses. Companies can use our engagement and analytics product to analyze how users interact, convert, retain, and engage with them in real-time on web, mobile, or smart devices. They can then use this data to improve their products and business. Mixpanel serves more than 26,000 companies in different industries worldwide, including Samsung, Twitter and BMW. Mixpanel is headquartered in San Francisco and has offices in New York City, Seattle, Austin. London, Paris, Barcelona, Paris, London, and Singapore.
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    Herbie.ai Reviews
    Herbie.ai is a multi-national Conversational AI company. (Part of SunSmart Global, 15+ years in enterprise solutions). Digital Transformation of Enterprises Virtual Assistants with Voice Enabled to Automate Business Cases Franchise expanded to 6 countries. Instant connects you with 12+ social media platforms.
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    RunLve Reviews
    Runlve is at the forefront of the AI revolution. We provide data science, MLOps and data & models management to empower our community and customers with AI capabilities that will propel their projects forward.
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    Neural Designer Reviews

    Neural Designer

    Artelnics

    $2495/year (per user)
    2 Ratings
    Neural Designer is a data-science and machine learning platform that allows you to build, train, deploy, and maintain neural network models. This tool was created to allow innovative companies and research centres to focus on their applications, not on programming algorithms or programming techniques. Neural Designer does not require you to code or create block diagrams. Instead, the interface guides users through a series of clearly defined steps. Machine Learning can be applied in different industries. These are some examples of machine learning solutions: - In engineering: Performance optimization, quality improvement and fault detection - In banking, insurance: churn prevention and customer targeting. - In healthcare: medical diagnosis, prognosis and activity recognition, microarray analysis and drug design. Neural Designer's strength is its ability to intuitively build predictive models and perform complex operations.
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    InRule Reviews
    InRule Technology® provides explainable, AI-powered intelligence automation. The InRule platform empowers its users to delight customers and improve business outcomes​ by combining process, decision automation and machine learning – without code.
  • 14
    Domino Enterprise AI Platform Reviews
    Domino is a comprehensive enterprise AI platform that enables organizations to transform AI initiatives into scalable, production-ready systems. It supports the full AI lifecycle, including data access, model development, deployment, and ongoing management. The platform provides a self-service environment where data scientists can access tools, datasets, and compute resources with built-in governance and security controls. Domino allows teams to build machine learning models, generative AI applications, and intelligent agents using their preferred development environments. It also includes advanced orchestration capabilities to manage workloads across hybrid, multi-cloud, and on-premises infrastructures. Governance features such as model registries, audit trails, and policy enforcement ensure compliance and reproducibility. The platform enhances collaboration by providing a centralized system of record for all AI assets and experiments. Additionally, it helps organizations optimize costs through resource management and usage tracking. Domino is designed to meet enterprise standards for security and regulatory compliance. Ultimately, it empowers businesses to accelerate AI innovation while maintaining operational control and accountability.
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    Google Cloud Natural Language API Reviews
    Leverage advanced machine learning techniques for thorough text analysis that can extract, interpret, and securely store textual data. With AutoML, you can create top-tier custom machine learning models effortlessly, without writing any code. Implement natural language understanding through the Natural Language API to enhance your applications. Utilize entity analysis to pinpoint and categorize various fields in documents, such as emails, chats, and social media interactions, followed by sentiment analysis to gauge customer feedback and derive actionable insights for product improvements and user experience. The Natural Language API, combined with speech-to-text capabilities, can also provide valuable insights from audio sources. Additionally, the Vision API enhances your capabilities with optical character recognition (OCR) for digitizing scanned documents. The Translation API further enables sentiment understanding across diverse languages. With custom entity extraction, you can identify specialized entities within your documents that may not be recognized by standard models, saving both time and resources on manual processing. Ultimately, you can train your own high-quality machine learning models to effectively classify, extract, and assess sentiment, making your analysis more targeted and efficient. This comprehensive approach ensures a robust understanding of textual and audio data, empowering businesses with deeper insights.
  • 16
    Ametnes Cloud Reviews
    Ametnes: A Streamlined Data App Deployment Management Ametnes is the future of data applications deployment. Our cutting-edge solution will revolutionize the way you manage data applications in your private environments. Manual deployment is a complex process that can be a security concern. Ametnes tackles these challenges by automating the whole process. This ensures a seamless, secure experience for valued customers. Our intuitive platform makes it easy to deploy and manage data applications. Ametnes unlocks the full potential of any private environment. Enjoy efficiency, security and simplicity in a way you've never experienced before. Elevate your data management game - choose Ametnes today!
  • 17
    Botmind Reviews
    Botmind is a software-as-a-service platform designed to enhance customer experience by automating responses to common inquiries using a blend of artificial intelligence and human support within the same communication channel. By facilitating order tracking and appointment scheduling, Botmind strengthens customer relationships and seamlessly integrates with existing tools such as Zendesk, Front, and Intercom. This innovative solution aims to optimize your return on investment in several ways: by boosting customer satisfaction through quicker and more accurate responses, enhancing employee experience by alleviating their workload from trivial issues, and significantly lowering customer support costs by 50% to 90%. Among the many benefits offered by Botmind are a library of 90 pre-recorded responses, the ability to provide answers to customers in under one second, and the impressive reduction of support costs by up to 90%. Overall, Botmind stands out as a valuable tool for companies looking to improve efficiency and satisfaction across both customer and employee experiences.
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    Smart Inventory Planning & Optimization  Reviews
    Smart Software, a leading provider in demand planning, inventory optimization, and supply chain analytics solutions, is based in Belmont, Massachusetts USA. Smart Software was founded in 1981 and has helped thousands of customers plan for future demands using industry-leading statistical analysis. Smart Inventory Planning & Optimization is the company's next generation suite of native web apps. It helps inventory-carrying organizations reduce inventory, improve service levels, and streamline Sales, Inventory, Operations Planning. Smart IP&O is a Digital Supply Chain Platform that hosts three applications: dashboard reporting, inventory optimization, demand planning. Smart IP&O acts as an extension to our customers' ERP systems. It receives daily transaction data, returns forecasts and stock policy values to drive replenishment planning and production planning.
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    C3 AI Suite Reviews
    Create, launch, and manage Enterprise AI solutions effortlessly. The C3 AI® Suite employs a distinctive model-driven architecture that not only speeds up delivery but also simplifies the complexities associated with crafting enterprise AI solutions. This innovative architectural approach features an "abstraction layer," enabling developers to construct enterprise AI applications by leveraging conceptual models of all necessary components, rather than engaging in extensive coding. This methodology yields remarkable advantages: Implement AI applications and models that enhance operations for each product, asset, customer, or transaction across various regions and sectors. Experience the deployment of AI applications and witness results within just 1-2 quarters, enabling a swift introduction of additional applications and functionalities. Furthermore, unlock ongoing value—potentially amounting to hundreds of millions to billions of dollars annually—through cost reductions, revenue increases, and improved profit margins. Additionally, C3.ai’s comprehensive platform ensures systematic governance of AI across the enterprise, providing robust data lineage and oversight capabilities. This unified approach not only fosters efficiency but also promotes a culture of responsible AI usage within organizations.
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    Clarifai Reviews
    Clarifai is a leading AI platform for modeling image, video, text and audio data at scale. Our platform combines computer vision, natural language processing and audio recognition as building blocks for building better, faster and stronger AI. We help enterprises and public sector organizations transform their data into actionable insights. Our technology is used across many industries including Defense, Retail, Manufacturing, Media and Entertainment, and more. We help our customers create innovative AI solutions for visual search, content moderation, aerial surveillance, visual inspection, intelligent document analysis, and more. Founded in 2013 by Matt Zeiler, Ph.D., Clarifai has been a market leader in computer vision AI since winning the top five places in image classification at the 2013 ImageNet Challenge. Clarifai is headquartered in Delaware
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    ClearML Reviews
    ClearML is an open-source MLOps platform that enables data scientists, ML engineers, and DevOps to easily create, orchestrate and automate ML processes at scale. Our frictionless and unified end-to-end MLOps Suite allows users and customers to concentrate on developing ML code and automating their workflows. ClearML is used to develop a highly reproducible process for end-to-end AI models lifecycles by more than 1,300 enterprises, from product feature discovery to model deployment and production monitoring. You can use all of our modules to create a complete ecosystem, or you can plug in your existing tools and start using them. ClearML is trusted worldwide by more than 150,000 Data Scientists, Data Engineers and ML Engineers at Fortune 500 companies, enterprises and innovative start-ups.
  • 22
    Alegion Reviews
    A powerful labeling platform for all stages and types of ML development. We leverage a suite of industry-leading computer vision algorithms to automatically detect and classify the content of your images and videos. Creating detailed segmentation information is a time-consuming process. Machine assistance speeds up task completion by as much as 70%, saving you both time and money. We leverage ML to propose labels that accelerate human labeling. This includes computer vision models to automatically detect, localize, and classify entities in your images and videos before handing off the task to our workforce. Automatic labelling reduces workforce costs and allows annotators to spend their time on the more complicated steps of the annotation process. Our video annotation tool is built to handle 4K resolution and long-running videos natively and provides innovative features like interpolation, object proposal, and entity resolution.
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    PrecisionOCR Reviews

    PrecisionOCR

    LifeOmic

    $0.50/Page
    PrecisionOCR is an easy-to-use, secure and HIPAA-compliant cloud-based optical character recognition (OCR) platform that organizations and providers can user to extract medical meaning from unstructured health care documents. Our OCR tooling leverages machine learning (ML) and natural language processing (NLP) to power semi-automatic and automated transformations of source material, such as pdfs and images, into structured data records. These records integrate seamlessly with EMR data using the HL7s FHIR standards to make the data searchable and centralized alongside other patient health information. Our health OCR technology can be accessed directly in a simple web-UI or the tooling can be used via integrations with API and CLI support on our open healthcare platform. We partner directly with PrecisionOCR customers to build and maintain custom OCR report extractors, which intelligently look for the most critical health data points in your health documents to cut through the noise that comes with pages of health information. PrecisionOCR is also the only self-service capable health OCR tool, allowing teams to easily test the technology for their task workflows.
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    Oracle Analytics Cloud Reviews

    Oracle Analytics Cloud

    Oracle

    $16 User Per Month - Oracle An
    Oracle Analytics is a comprehensive platform designed for all analytics user roles, integrating AI and machine learning across the board to boost productivity and enable smarter business decisions. Whether you opt for Oracle Analytics Cloud, our cloud-native service, or Oracle Analytics Server, our on-premises solution, you can ensure robust security and governance without compromise.
  • 25
    Dext Reviews

    Dext

    Dext

    $31.50/month
    Automate bookkeeping and streamline expense management with Dext. Capture receipts, process invoices, and integrate seamlessly with major accounting software, 11,500+ apps, banks, and platforms. Start your free trial today! 🆕 The Evolution of Dext - Capture receipts and invoices via our mobile app, browser, email, direct integrations, and more. - Track expenses on the go with the Dext mobile app. - Handle expense claims, including mileage and approvals, with greater efficiency. - Manage business expenses and approvals with greater efficiency. - Integrate seamlessly with over 11,500 applications, banks, and institutions, including PayPal, Shopify, and Stripe. Key Benefits Effortless data extraction: Our optical character recognition (OCR), with 99% accuracy and AI integration, digitises receipts, bills, and invoices, even decoding handwritten documents. Automated integration: Cost data from over 1,400 suppliers flows directly to your accounting software, simplifying reconciliation, categorisation, and tax compliance. **2024 Awards 🏆 2024 Winner - ‘Small Business App Partner of the Year’ (Xero Awards, UK) 🏆 2024 Winner - ‘Small Business App Partner of the Year’ (Xero Awards United States).
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