Best Data Science and Machine Learning Platforms - Page 57

How Many Data Science and Machine Learning Platforms Products Does G2 Track?

Total Products under this Category: 1,649

Category Stats (Sep 2026)

  • Average Rating: 4.46/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Anyscale (+4.14%) - Among all products in this category, Anyscale recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Data Science and Machine Learning Platforms Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 14,400+ Authentic Reviews
  • 1,649+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Data Science and Machine Learning Platforms

G2 Grid® for Data Science and Machine Learning Platforms plotting products by satisfaction and market presence

Highlighted products: Databricks, Gemini Enterprise Agent Platform, SAS Viya, Google Cloud AutoML, Snowflake, IBM watsonx.data, Dataiku, and Hex.

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-science-and-machine-learning-platforms/grids.json?focus%5B%5D=databricks&focus%5B%5D=gemini-enterprise-agent-platform&focus%5B%5D=sas-sas-viya&focus%5B%5D=google-cloud-automl&focus%5B%5D=snowflake&focus%5B%5D=ibm-watsonx-data&focus%5B%5D=dataiku&focus%5B%5D=hex-tech-hex)

KnowledgeBase AI

KnowledgeBase AI is an advanced artificial intelligence platform designed to streamline information management and enhance decision-making processes for businesses. By leveraging cutting-edge AI technologies, it enables organizations to efficiently organize, access, and analyze vast amounts of data, transforming raw information into actionable insights. This empowers teams to make informed decisions swiftly, improving overall productivity and operational efficiency. Key Features and Functionality: - Intelligent Data Organization: Automatically categorizes and indexes information, making it easily retrievable and reducing time spent searching for data. - Advanced Search Capabilities: Utilizes natural language processing to deliver accurate and relevant search results, even from unstructured data sources. - Collaborative Tools: Facilitates seamless collaboration among team members by providing shared access to information and real-time updates. - Integration with Existing Systems: Easily integrates with a wide range of enterprise applications and databases, ensuring a smooth workflow without the need for extensive system overhauls. - Customizable Dashboards and Reports: Offers personalized dashboards and reporting tools that provide insights tailored to specific business needs and objectives. Primary Value and Solutions Provided: KnowledgeBase AI addresses the common challenge of information overload in modern organizations by providing a centralized, intelligent platform for data management. It enhances productivity by reducing the time employees spend searching for information, ensures consistency and accuracy in data handling, and supports informed decision-making through comprehensive analytics. By transforming how businesses manage and utilize their information, KnowledgeBase AI drives operational efficiency and fosters a more agile and informed workforce.

Who Is the Company Behind KnowledgeBase AI?

Known Medicine

Known Medicine is a biotechnology company dedicated to revolutionizing cancer treatment through personalized medicine. By integrating advanced 3D cell culture technology with machine learning, Known Medicine creates patient-specific micro-tumors to predict individual responses to various cancer therapies. This approach aims to eliminate the traditional trial-and-error method in oncology, offering tailored treatment plans that enhance efficacy and reduce unnecessary side effects. Key Features and Functionality: - 3D Micro-Tumor Models: Utilizes proprietary 3D organoid models, known as M3DUSA™ Models, to replicate the tumor microenvironment accurately. - High-Content Imaging and Analysis: Employs machine learning-based image analysis pipelines, such as IRIS™ Analysis, to assess drug sensitivity and cellular responses. - Comprehensive Data Integration: Combines functional outcomes with high-dimensional -omics datasets to identify predictive biomarkers and potential new drug candidates. - Collaborative Platform: Engages multidisciplinary teams, including scientists and software engineers, to design datasets and interpret results collaboratively. Primary Value and Problem Solved: Known Medicine addresses the critical challenge of selecting effective cancer treatments by providing a predictive engine that captures patient-to-patient variability. This personalized approach enables oncologists to make informed decisions, ensuring patients receive the most effective therapies tailored to their unique tumor profiles. By shifting experimentation from patients to the laboratory, Known Medicine enhances treatment precision, reduces adverse effects, and accelerates the development of new cancer drugs.

Who Is the Company Behind Known Medicine?

Knowrithm

Knowrithm is an advanced AI-driven platform designed to revolutionize the way organizations manage and analyze their data. By leveraging cutting-edge machine learning algorithms, Knowrithm enables businesses to extract actionable insights, automate complex processes, and enhance decision-making capabilities. Its intuitive interface and robust analytics tools make it accessible to both technical and non-technical users, ensuring seamless integration into existing workflows. Key Features and Functionality: - Data Integration: Seamlessly connects with various data sources, including databases, cloud storage, and APIs, facilitating comprehensive data aggregation. - Automated Analysis: Utilizes machine learning models to perform predictive analytics, trend analysis, and anomaly detection without manual intervention. - Customizable Dashboards: Offers interactive dashboards that can be tailored to display key performance indicators and metrics relevant to specific business needs. - Collaboration Tools: Provides features that enable team collaboration, such as shared reports, annotations, and real-time data sharing. - Scalability: Designed to handle large datasets efficiently, ensuring performance remains optimal as data volume grows. Primary Value and Solutions Provided: Knowrithm addresses the challenge of data overload by simplifying the process of data analysis and interpretation. It empowers organizations to make data-driven decisions swiftly, reducing the time and resources spent on manual data processing. By automating routine analytical tasks, Knowrithm allows teams to focus on strategic initiatives, ultimately driving business growth and innovation.

Who Is the Company Behind Knowrithm?

KnowYourCompany.ai

KnowYourCompany.ai is an advanced AI-driven platform designed to provide comprehensive insights into companies, enabling users to make informed business decisions. By aggregating and analyzing vast amounts of data, it offers a detailed understanding of a company's structure, performance, and market position. Key Features and Functionality: - Company Profiles: Access in-depth profiles that include company history, leadership, financials, and operational details. - Market Analysis: Evaluate a company's market position through competitive analysis and industry benchmarking. - Financial Insights: Review financial statements, key performance indicators, and growth metrics to assess financial health. - News and Updates: Stay informed with real-time news, press releases, and significant developments related to the company. - Custom Reports: Generate tailored reports to meet specific research needs and business objectives. Primary Value and User Solutions: KnowYourCompany.ai empowers investors, analysts, and business professionals by providing accurate and timely company information. It simplifies the research process, enhances due diligence, and supports strategic decision-making by delivering a holistic view of a company's operations and market dynamics.

Who Is the Company Behind KnowYourCompany.ai?

Kogo

Kogo is an AI-driven platform designed to provide comprehensive product insights, enabling businesses to make informed decisions and enhance their offerings. By leveraging advanced analytics and machine learning, Kogo delivers actionable intelligence that helps companies understand market trends, customer preferences, and competitive landscapes. Key Features and Functionality: - Advanced Analytics: Utilizes machine learning algorithms to analyze vast datasets, uncovering patterns and trends that inform strategic decisions. - Market Insights: Provides real-time data on market dynamics, helping businesses stay ahead of competitors. - Customer Behavior Analysis: Offers deep insights into customer preferences and behaviors, enabling personalized product development. - Competitive Benchmarking: Allows companies to compare their products against industry standards and competitors. - User-Friendly Interface: Features an intuitive dashboard for easy navigation and data interpretation. Primary Value and Solutions: Kogo addresses the challenge of data-driven decision-making by offering a platform that transforms complex data into clear, actionable insights. This empowers businesses to optimize their product strategies, enhance customer satisfaction, and drive growth. By understanding market needs and customer behaviors, companies can develop products that resonate with their target audience, ensuring a competitive edge in the marketplace.

Who Is the Company Behind Kogo?

  • Seller: Kogo
  • Year Founded: 2018
  • HQ Location: Bengaluru, IN
  • LinkedIn® Page: www.linkedin.com
    42 employees on LinkedIn®

KOOX AI

KOOX AI is an advanced artificial intelligence platform designed to streamline and enhance business operations through intelligent automation and data-driven insights. By leveraging cutting-edge machine learning algorithms, KOOX AI empowers organizations to optimize workflows, improve decision-making processes, and drive innovation across various industries. Key Features and Functionality: - Intelligent Automation: Automates repetitive tasks, reducing manual effort and increasing operational efficiency. - Data Analysis and Insights: Processes large datasets to uncover patterns and provide actionable insights for strategic planning. - Customizable Solutions: Offers tailored AI models to meet the unique needs of different businesses and sectors. - Scalability: Adapts to the growing demands of organizations, ensuring consistent performance as data volumes increase. - User-Friendly Interface: Provides an intuitive platform that allows users to interact with AI tools without requiring extensive technical expertise. Primary Value and Problem Solving: KOOX AI addresses the challenge of managing complex and voluminous data by providing tools that automate analysis and generate meaningful insights. This enables businesses to make informed decisions swiftly, reduce operational costs, and stay competitive in rapidly evolving markets. By integrating KOOX AI, organizations can harness the power of artificial intelligence to drive growth, innovation, and efficiency.

Who Is the Company Behind KOOX AI?

Korra

Who Is the Company Behind Korra?

  • Seller: Korra
  • Year Founded: 2025
  • HQ Location: New York, US
  • LinkedIn® Page: www.linkedin.com
    16 employees on LinkedIn®

KorrAI

KorrAI: Traceable AI for Billion-Dollar Builds. KorrAI was founded in 2020 as a spin-off from a Canadian Space Agency-funded research project, born of a single, pressing realization: the teams making the highest-stakes decisions in critical infrastructure, mining, and insurance were drowning in fragmented data, and no tool existed to help them defend their risk-mitigation decisions. Our platform, TRAIL, is an AI-native workspace purpose-built for engineers, underwriters, and asset owners who can't afford to miss early signals. We were backed by Y Combinator, and have grown from 2 to a 25-member team, serving some of the world's most demanding infrastructure programs, monitoring over $100 billion in assets across 5 million sq. km. What We Do: TRAIL is the AI workspace by KorrAI for desktop risk assessments, investment decisions, hazard identification, and continuous monitoring across the full project lifecycle. It unifies geospatial data, geotechnical studies, satellite InSAR pipeline, catastrophe model outputs, and engineering documentation into a single, traceable system, so every analysis output and every report is grounded in cited, defensible sources. Who We Serve: Our customers are the people responsible for high-stakes decisions on critical infrastructure: risk engineers, geotechnical consultants, civil engineering firms, large-construction underwriters, and asset owners in mining, data centers, energy infrastructure, and commercial property insurance. We work with organizations including Zurich North America, Amazon Web Services, Stantec, AECOM, Ramboll, Agnico Eagle, Hecla, and Eldorado Gold Corporation. Our Mission To make TRAIL into the AI workspace for every high-stakes decision on critical infrastructure. We exist for the moments when the data is overwhelming, the timeline is unforgiving, and the decision can't wait, giving every stakeholder the clarity and confidence to act.

Who Is the Company Behind KorrAI?

  • Seller: KorrAI
  • Year Founded: 2020
  • HQ Location: Toronto, CA
  • LinkedIn® Page: linkedin.com
    11,400 employees on LinkedIn®

Kuse

Kuse AI is an all-in-one AI canvas designed to transform how users interact with various content types, including files, links, and videos. By integrating advanced artificial intelligence capabilities, Kuse AI enables users to seamlessly convert diverse inputs into actionable insights, streamlining workflows and enhancing productivity. Key Features and Functionality: - Interactive AI Canvas: Engage with an intuitive platform that allows for dynamic interaction with multiple content formats. - Content Analysis: Utilize AI to analyze and interpret files, links, and videos, extracting meaningful information efficiently. - Insight Generation: Transform raw data into valuable insights, facilitating informed decision-making. - Actionable Outputs: Convert insights into concrete actions, optimizing task execution and project management. Primary Value and User Solutions: Kuse AI addresses the challenge of managing and deriving value from diverse content sources by providing a unified platform that simplifies content interaction. Users benefit from reduced manual effort in data processing, enhanced comprehension of complex information, and the ability to swiftly transition from analysis to action. This leads to improved efficiency, better resource allocation, and more effective decision-making processes.

Who Is the Company Behind Kuse?

  • Seller: Kuse AI
  • Year Founded: 2024
  • HQ Location: Delaware, US
  • LinkedIn® Page: www.linkedin.com
    23 employees on LinkedIn®

KYAN Therapeutics

KYAN Therapeutics is a biotechnology company specializing in personalized medicine through its innovative AI-driven platforms. By integrating artificial intelligence with biological data, KYAN aims to revolutionize cancer treatment by tailoring therapies to individual patients, thereby enhancing efficacy and minimizing adverse effects. Key Features and Functionality: - AI-Driven Drug Optimization: Utilizes advanced algorithms to analyze patient-specific data, identifying optimal drug combinations and dosages for personalized treatment plans. - Comprehensive Data Analysis: Processes vast datasets, including genomic and proteomic information, to uncover insights that inform therapeutic decisions. - Rapid Treatment Recommendations: Accelerates the development of individualized treatment strategies, reducing the time from diagnosis to therapy initiation. Primary Value and User Solutions: KYAN Therapeutics addresses the challenge of variability in patient responses to cancer treatments. By offering personalized therapy recommendations, it enhances treatment effectiveness, reduces side effects, and improves overall patient outcomes. This approach empowers healthcare providers with data-driven insights, leading to more informed decisions and better care for patients.

Who Is the Company Behind KYAN Therapeutics?

Labelty

Labelty is an AI data platform designed to streamline the entire machine learning lifecycle for healthcare and research sectors. It enables users to label, train, and deploy models across various data modalities—including images, video, DICOM, text, and audio—while adhering to stringent compliance standards required by regulated industries. Built on AWS infrastructure, Labelty ensures tenant isolation, encryption, and audit trails, providing a secure environment for handling sensitive data. Its architecture comprises four integrated layers: Trust & Compliance, Core Platform, Intelligence, and Vertical & Expansion. This structure supports diverse functionalities such as annotation, model training, deployment, active learning, and market-specific extensions. By offering a unified platform, Labelty addresses common challenges in AI development, including tool integration, data consistency, and regulatory compliance, thereby accelerating the deployment of trustworthy AI solutions in critical fields.

Who Is the Company Behind Labelty?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated April 22, 2026