Best Data Science and Machine Learning Platforms - Page 52

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

Total Products under this Category: 1,540

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
  • 14,500+ Authentic Reviews
  • 1,540+ 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, IBM watsonx.data, Snowflake, MATLAB, 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=ibm-watsonx-data&focus%5B%5D=snowflake&focus%5B%5D=matlab&focus%5B%5D=hex-tech-hex)

Jasmind AI

Jasmind AI is an advanced artificial intelligence platform designed to revolutionize the way businesses interact with data. By leveraging cutting-edge machine learning algorithms, Jasmind AI enables organizations to extract meaningful 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, fostering a data-driven culture across various industries. Key Features and Functionality: - Data Integration: Seamlessly connects with multiple data sources, ensuring comprehensive data analysis. - Predictive Analytics: Utilizes advanced algorithms to forecast trends and outcomes, aiding proactive decision-making. - Automated Reporting: Generates real-time reports and visualizations, reducing manual effort and increasing efficiency. - Natural Language Processing (NLP): Understands and processes human language, enabling more intuitive data queries and interactions. - Scalability: Adapts to the growing needs of businesses, handling large datasets without compromising performance. Primary Value and Solutions Provided: Jasmind AI addresses the challenge of data overload by transforming raw data into actionable insights. It empowers businesses to make informed decisions swiftly, optimize operations, and identify new opportunities. By automating routine tasks and providing predictive analytics, Jasmind AI reduces operational costs and enhances productivity. Its user-friendly design ensures that teams across departments can harness the power of AI without requiring extensive technical expertise, democratizing data access and fostering innovation.

Who Is the Company Behind Jasmind AI?

Jiva.ai

Jiva.ai is an innovative zero-code AI platform that empowers users to create, validate, and deploy multimodal AI solutions without any programming expertise. Supporting diverse data types—including images, video, text, audio, and structured data—Jiva.ai democratizes access to advanced data science capabilities, enabling organizations to harness their data for strategic decision-making and operational excellence. Key Features and Functionality: - Zero-Code AI Development: Allows non-technical users to design, test, and deploy AI models using natural language inputs, eliminating the need for coding. - Multimodal Data Integration: Facilitates the merging of multiple AI models across various data types to create comprehensive, multimodal insights. - Next-Generation AutoML: Enables the training and testing of thousands of models to identify the optimal solution for specific data sets. - AI Solution Design Assistant: Guides users through the AI development process step-by-step, simplifying the creation of complex models. - Agentic AI Capabilities: Supports the creation of AI agents with full customization and configuration options, enhancing automation and efficiency. Primary Value and Problem Solved: Jiva.ai addresses the challenges of traditional AI development—complexity, high costs, and the need for specialized skills—by offering a user-friendly, zero-code platform. This approach significantly reduces development time and expenses, making AI accessible to a broader range of users. By enabling the integration of various data modalities, Jiva.ai provides organizations with deeper insights and more accurate diagnostics, thereby enhancing decision-making processes and operational efficiency.

Who Is the Company Behind Jiva.ai?

  • Seller: Jiva.ai
  • Year Founded: 2019
  • HQ Location: London, GB
  • LinkedIn® Page: www.linkedin.com
    29 employees on LinkedIn®

Jukshio

Who Is the Company Behind Jukshio?

  • Seller: Jukshio
  • Year Founded: 2019
  • HQ Location: Hyderabad, IN
  • LinkedIn® Page: www.linkedin.com
    454 employees on LinkedIn®

K2G BOX®

K2G BOX® is an AI-driven platform designed to assist insurers in optimizing risk assessment, dynamically adjusting pricing strategies, and proactively responding to market changes. By automating repetitive tasks traditionally handled by actuaries and underwriters, K2G BOX® enables these professionals to concentrate on strategic decision-making. The system delivers real-time, comprehensive insights, facilitating early detection of risk patterns and ensuring portfolio stability. This leads to enhanced operational efficiency, cost savings, and quicker adaptation to evolving market conditions. Key Features and Functionality: - Data Upload and Validation: Users can effortlessly upload existing datasets in CSV or XLSX formats. The platform offers pre-installed rules, developed from the analysis of over 30 million policies, to cleanse and validate data. Additionally, users have the flexibility to create custom rules tailored to their specific needs. - Data Enrichment: K2G BOX® provides access to a vast array of alternative data sources, encompassing over 800 parameters across multiple regions and categories. This enrichment enhances the depth and accuracy of risk assessments. - AI-Powered Modeling: The platform generates ten best-fit models through AI analysis, allowing users to compare existing models with new recommendations. This process aids in identifying mispriced risks and offers automated insights for improved decision-making. - Real-Time Monitoring and API Integration: K2G BOX® supports real-time risk monitoring and management. It also offers a robust API, enabling seamless processing of new pricing inquiries and facilitating dynamic pricing adjustments. Primary Value and User Solutions: K2G BOX® addresses the challenges insurers face in managing and assessing risks by automating data processing and model generation. This automation reduces manual workload, minimizes errors, and accelerates response times to market fluctuations. By leveraging AI and alternative data, the platform enhances predictive capabilities, leading to more accurate risk assessments and pricing strategies. Ultimately, K2G BOX® empowers insurers to improve profitability, maintain portfolio stability, and gain a competitive edge in the dynamic insurance landscape.

Who Is the Company Behind K2G BOX®?

  • Seller: K2G
  • Year Founded: 2017
  • HQ Location: Baar, CH
  • LinkedIn® Page: www.linkedin.com
    25 employees on LinkedIn®

kairntech

Kairntech was founded in January 2019 by a team of engineers specializing in Artificial Intelligence, Natural Language Processing (NLP), Knowledge Engineering and Software Development.

Who Is the Company Behind kairntech?

Kalepa

Who Is the Company Behind Kalepa?

  • Seller: Kalepa
  • Year Founded: 2018
  • HQ Location: New York, US
  • LinkedIn® Page: www.linkedin.com
    65 employees on LinkedIn®

Kalipso

Who Is the Company Behind Kalipso?

  • Seller: Kalipso
  • Year Founded: 2025
  • HQ Location: Barcelona, ES
  • LinkedIn® Page: www.linkedin.com
    9 employees on LinkedIn®

Kantify

Who Is the Company Behind Kantify?

  • Seller: Kantify
  • Year Founded: 2017
  • HQ Location: Brussels, BE
  • LinkedIn® Page: www.linkedin.com
    12 employees on LinkedIn®

Karum

Karum is an advanced AI-driven platform designed to revolutionize the way businesses manage and analyze their data. By leveraging cutting-edge artificial intelligence technologies, Karum enables organizations to extract valuable insights, automate complex processes, and make data-driven decisions with unprecedented accuracy and efficiency. Its intuitive interface and robust capabilities cater to a wide range of industries, empowering users to harness the full potential of their data assets. Key Features and Functionality: - Data Integration: Seamlessly connects with various data sources, ensuring a unified and comprehensive data ecosystem. - Advanced Analytics: Utilizes machine learning algorithms to uncover patterns, trends, and correlations within large datasets. - Automated Reporting: Generates real-time reports and visualizations, facilitating quick and informed decision-making. - Customizable Dashboards: Offers personalized dashboards tailored to specific business needs and objectives. - Scalability: Adapts to the growing data demands of businesses, ensuring consistent performance as data volumes increase. Primary Value and Solutions: Karum addresses the challenges of data overload and complexity by providing a streamlined platform that simplifies data management and analysis. It empowers businesses to transform raw data into actionable insights, enhancing operational efficiency, reducing manual workload, and driving strategic growth. By automating routine tasks and offering predictive analytics, Karum enables organizations to stay ahead in a competitive landscape, making informed decisions that align with their goals and market dynamics.

Who Is the Company Behind Karum?

  • Seller: Karum
  • Year Founded: 2025
  • HQ Location: Barcelona, ES
  • LinkedIn® Page: linkedin.com
    2 employees on LinkedIn®

Kater

Kater is an AI-powered platform designed to transform complex data into actionable insights, enabling businesses to make informed decisions efficiently. By integrating structured decision trees with a unified data model, Kater guides users through data analysis processes, eliminating the need for static dashboards and reducing reliance on data teams. This approach ensures that stakeholders can interpret data effectively and take decisive actions based on clear insights. Key Features and Functionality: - Data Playbooks: Structured decision trees that guide users through insights, highlighting what matters and suggesting next steps, thereby eliminating guesswork in data interpretation. - Butler AI: An AI assistant that provides self-serve answers to follow-up questions, capturing business logic as an analyst would explain, reducing ambiguity and back-and-forth with data teams. - Unified Data Model: Ensures consistency and trustworthiness by using a shared semantic layer, so all users work off the same definitions and logic, preventing discrepancies in data interpretation. - Business Question Mapping: Intuitive navigation through Playbooks structured like business conversations, mirroring natural problem-solving approaches without requiring extensive data knowledge. - Security Measures: Enterprise-scale security with SOC 2 compliance, ISO 27001 certification, encrypted data in transit and at rest, and secure credential storage, ensuring data privacy and compliance. Primary Value and Problem Solved: Kater addresses the common challenge where businesses know what is happening through data but struggle to interpret it to drive actions. By providing structured decision trees and an AI assistant, Kater empowers stakeholders to ask the right questions, interpret data accurately, and make proactive decisions without constant reliance on data teams. This leads to more efficient decision-making processes, reduced delays, and a clearer path from data insights to actionable outcomes.

Who Is the Company Behind Kater?

  • Seller: Kater
  • Year Founded: 2023
  • HQ Location: Los Angeles, US
  • LinkedIn® Page: www.linkedin.com
    5 employees on LinkedIn®

K-Dense

Who Is the Company Behind K-Dense?

  • Seller: K-Dense
  • Year Founded: 2025
  • HQ Location: Palo Alto, US
  • LinkedIn® Page: www.linkedin.com
    6 employees on LinkedIn®
Bijou Barry
BB
Researched and written by Bijou Barry
Updated April 22, 2026