# Best Data Science and Machine Learning Platforms - Page 28

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

**Total Products under this Category:** 1,043

### Category Stats (Aug 2026)

- **Average Rating:** 4.46/5 (↑0.01 vs Jul 2026) The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** FalkorDB (+5.88%) - Among all products in this category, FalkorDB recorded the largest rating increase compared to last month

_Last updated: August 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
- 14,300+ Authentic Reviews
- 1,043+ 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](https://www.g2.com/categories/data-science-and-machine-learning-platforms/grids.png?focus%5B%5D=10470&focus%5B%5D=21469&focus%5B%5D=1327283&focus%5B%5D=67045&focus%5B%5D=10938&focus%5B%5D=24457&focus%5B%5D=1308796&focus%5B%5D=162504)

Highlighted products: Databricks, Gemini Enterprise Agent Platform, SAS Viya, Google Cloud AutoML, Snowflake, MATLAB, IBM watsonx.data, 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=matlab&focus%5B%5D=ibm-watsonx-data&focus%5B%5D=hex-tech-hex)

**Sponsored**

### Gemini Enterprise Agent Platform

Google Cloud's comprehensive platform for developers to build, scale, govern and optimize agents and models. It's a single destination for technical teams to build agents that can transform enterprise applications and workflows into powerful agentic systems.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=692&secure%5Bchosen_at%5D=2026-08-13T16%3A32%3A05Z&secure%5Bdisplayable_resource_id%5D=692&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=692&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=21469&secure%5Bresource_id%5D=692&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fdata-science-and-machine-learning-platforms%3FhsCtaTracking%3De3fe859b-0d36-4cf8-85cf-2151a5747412%257Cf061fa73-bd90-460e-a7f8-942511082d38%26page%3D28&secure%5Btoken%5D=15f2d3d8c98148f2f32f477f318710901baca00bba9e78ca4d8a79a61da0e5ac&secure%5Burl%5D=https%3A%2F%2Fcloud.google.com%2Fproducts%2Fgemini-enterprise-agent-platform%3Futm_source%3DG2%26utm_medium%3Ddisplay%26utm_campaign%3DCloud-SS-DR-GCP-1713658-GCP-DR-NA-US-en-G2-Display-Banner-All-%2525epid%21-%2525ecid%21-geap%26utm_content%3D%257Bdevice%257D-%257Badgroupid%257D-%257Bnetwork%257D-%257Btargetid%257D-%257Bloc_physical_ms%257D-%257Bcampaignid%257D&secure%5Burl_type%5D=custom_url)

### [Enterix AI](https://www.g2.com/products/enterix-ai/reviews)

Enterix AI helps businesses transform their expertise, services, and intellectual property into scalable AI-powered enterprise software products. We provide a fully done-for-you solution, combining strategy, development, and deployment to eliminate the technical barriers that typically slow down innovation. What sets Enterix AI apart is our proprietary, bespoke software ecosystem, built in-house to accelerate development and deliver highly customised AI solutions tailored to each client’s business model. This allows us to move faster, integrate more deeply, and create systems that are both powerful and practical for real-world use. Beyond building software, we partner closely with our clients through one-on-one mentorship and hands-on support. Our expert team guides you through every stage, from concept and product design to implementation and growth. We also support go-to-market execution, helping you apply proven growth marketing strategies to attract customers and scale effectively. Whether you’re an agency, consultant, or business owner looking to productise your knowledge, Enterix AI provides the tools, systems, and expertise to turn your business into a scalable AI-driven operation. Our focus is on delivering solutions that generate real revenue, improve efficiency, and create long-term competitive advantage.

#### Who Is the Company Behind Enterix AI?

- **Seller:** [Enterix AI](https://www.g2.com/sellers/enterix-ai)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [EonLabs](https://www.g2.com/products/eonlabs/reviews)

EonLabs is an AI-driven platform designed to simplify decision-making for businesses by transforming complex data into actionable insights. Recognizing that traditional data analytics often fall short in delivering tangible outcomes, EonLabs addresses the gap between data collection and effective decision execution. Key Features and Functionality: - Uncover Hidden Insights: Utilizes advanced analytics to reveal patterns and opportunities that conventional dashboards may overlook. - Prioritize Actionable Data: Filters out extraneous information, focusing on insights that align with business objectives. - Provide Actionable Recommendations: Offers clear next steps for each insight, facilitating swift transitions from analysis to implementation. - Enable Autonomous Decision-Making: Evolves to automate routine decisions over time, allowing teams to concentrate on strategic initiatives. Primary Value and Solutions Offered: EonLabs empowers businesses to fully leverage their data by bridging the gap between information and action. By delivering smarter insights and faster decision-making capabilities, the platform drives measurable outcomes such as revenue growth, cost reduction, and enhanced operational efficiency. Its real-time adaptability ensures that businesses remain agile, while the vision for autonomous execution aims to save time and reduce human error in repetitive decision processes.

#### Who Is the Company Behind EonLabs?

- **Seller:** [EonLabs](https://www.g2.com/sellers/eonlabs)
- **HQ Location:** Singapore
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1989e0e1ef7681a025fafb90f18066e1520d5992470593e304ed83ef80fe8990&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Feonlabsai%2F&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [Esai](https://www.g2.com/products/esai/reviews)

Esai is an advanced AI-powered platform designed to revolutionize the way businesses analyze and interpret data. By leveraging cutting-edge machine learning algorithms, Esai enables organizations to extract meaningful insights from complex datasets, facilitating informed decision-making and strategic planning. Key Features and Functionality: - Data Integration: Seamlessly combines data from multiple sources, providing a unified view for comprehensive analysis. - Predictive Analytics: Utilizes sophisticated algorithms to forecast trends and outcomes, aiding in proactive business strategies. - Customizable Dashboards: Offers intuitive dashboards that can be tailored to specific business needs, ensuring relevant metrics are easily accessible. - Automated Reporting: Generates detailed reports automatically, saving time and reducing the potential for human error. - Scalability: Designed to handle large volumes of data, making it suitable for businesses of all sizes. Primary Value and Solutions Provided: Esai addresses the challenge of data overload by transforming raw information into actionable insights. It empowers users to make data-driven decisions with confidence, enhances operational efficiency through automation, and provides a competitive edge by identifying emerging trends and opportunities. By simplifying complex data analysis processes, Esai enables businesses to focus on growth and innovation.

#### Who Is the Company Behind Esai?

- **Seller:** [ES.AI](https://www.g2.com/sellers/es-ai)
- **HQ Location:** New York, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d3342372cc0775fff1b6d2273ed2080dcb94da4bcde0142be1bcd5db11ef00fb&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fesaitoolkit&secure%5Burl_type%5D=linkedin_company_website)  
22 employees on LinkedIn®

### [EvaluAIte](https://www.g2.com/products/evaluaite/reviews)

EvaluAIte is an enterprise-grade AI platform designed to revolutionize commercial real estate (CRE) appraisals by automating and streamlining the valuation process. By integrating advanced artificial intelligence, EvaluAIte enables users to upload property documents, extract structured data, model financials, and generate comprehensive reports in a fraction of the traditional time, all while maintaining human expertise at the core of the process. Key Features and Functionality: - Document Intelligence: Automatically extracts structured data from various property documents, including appraisals, financial statements, and rent rolls, across multiple property types. - Proforma Engine: Supports multiple investment strategies with features like CMHC auto-calculation, 30-year projections, and an offer calculator equipped with a constraint solver. - Report Builder: Generates template-based reports with AI-crafted narratives, offering per-section style control, inline charts, and full coherence to meet compliance standards. - Financial Reconciliation: Validates critical financial aspects such as NNN lease detection, stabilized versus in-place Net Operating Income (NOI), and expense recoverability, ensuring accuracy and reliability. - Enterprise-Grade Architecture: Utilizes a distributed system with specialized AI agents, parallel processing, and intelligent orchestration to handle large-scale workloads efficiently. Primary Value and User Solutions: EvaluAIte addresses the inefficiencies inherent in traditional CRE appraisal workflows, which often involve manual data collection from numerous sources, extensive spreadsheet reconciliation, and prolonged report generation times. By automating these labor-intensive tasks, EvaluAIte significantly reduces the time required for appraisals—from weeks to mere hours—while enhancing data accuracy and consistency. This transformation allows appraisers and commercial agents to focus more on valuation analysis and client engagement, ultimately leading to increased throughput capacity, reduced error rates, and faster turnaround times. The platform's integration capabilities also ensure seamless connectivity with existing AI tools, providing verified CRE intelligence and supporting informed decision-making.

#### Who Is the Company Behind EvaluAIte?

- **Seller:** [EvaluAIte](https://www.g2.com/sellers/evaluaite)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [Evatt AI](https://www.g2.com/products/evatt-ai/reviews)

Evatt AI is an advanced artificial intelligence platform designed to enhance decision-making processes across various industries. By leveraging cutting-edge machine learning algorithms and data analytics, Evatt AI provides users with actionable insights, predictive analytics, and automated solutions to complex problems. Its intuitive interface ensures seamless integration into existing workflows, enabling organizations to harness the power of AI without extensive technical expertise. Key Features and Functionality: - Predictive Analytics: Utilizes historical data to forecast future trends and outcomes, aiding in strategic planning. - Automated Decision-Making: Implements AI-driven solutions to automate routine tasks, increasing efficiency and reducing human error. - Data Integration: Seamlessly integrates with various data sources, ensuring comprehensive analysis and reporting. - Customizable Models: Offers flexibility to tailor AI models according to specific business needs and objectives. - User-Friendly Interface: Designed with simplicity in mind, allowing users to interact with complex AI tools effortlessly. Primary Value and Solutions Provided: Evatt AI empowers organizations to make informed decisions by transforming raw data into meaningful insights. It addresses challenges such as data overload, inefficient processes, and the need for accurate forecasting. By automating routine tasks and providing predictive analytics, Evatt AI enhances operational efficiency, reduces costs, and drives innovation. Its adaptability across various sectors makes it a valuable asset for businesses seeking to leverage AI for competitive advantage.

#### Who Is the Company Behind Evatt AI?

- **Seller:** [Evatt AI](https://www.g2.com/sellers/evatt-ai)
- **Year Founded:** 2024
- **HQ Location:** Perth, AU
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5db68e4f2cbf094379541e8b74e2349c0a7d62cad0e3bff55d6f54c147422699&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fevatt-ai%2F&secure%5Burl_type%5D=linkedin_company_website)  
3 employees on LinkedIn®

### [Eventual](https://www.g2.com/products/eventual/reviews)

Eventual is a data platform that empowers data scientists and engineers to build resilient data applications across various domains, including ETL, analytics, and machine learning. Its flagship product, Daft, is an open-source distributed data engine capable of running on an extensive scale, utilizing over 800,000 CPU cores daily. Eventual addresses the evolving needs of modern data workloads by bridging traditional data analytics with advanced ML/AI capabilities, allowing seamless execution of complex, multimodal data tasks. The company is well-funded by prominent investors and comprised of a team with robust backgrounds in high-performance computing and cloud infrastructure, all committed to developing cutting-edge data technologies. Eventual fosters a culture of intellectual curiosity and collaborative problem-solving, making it an engaging workplace for those passionate about the future of data. Key Features and Functionality: - Daft Data Engine: An open-source distributed data engine designed for large-scale data processing, capable of utilizing over 800,000 CPU cores daily. - Multimodal Data Processing: Supports complex, multimodal data tasks, bridging traditional data analytics with advanced ML/AI capabilities. - Python-Native Platform: Provides a Python-native environment that integrates seamlessly with existing tools, enhancing user experience for data scientists and engineers. - Cloud Integration: Integrates with popular cloud data storage services such as S3, PostgreSQL, and Snowflake, eliminating the need for complex data I/O or serialization code. - Scalability: Offers a scalable and open-source solution suitable for organizations of all sizes, from startups to large enterprises. Primary Value and Problem Solved: Eventual simplifies modern data workloads by providing a robust platform that integrates data engineering, machine learning, and analytics. By offering a Python-native environment and seamless cloud integration, it reduces the complexity of managing infrastructure, allowing data professionals to focus on developing and deploying data applications efficiently. This approach addresses the challenges of processing complex, unstructured data at scale, unlocking the potential of the remaining 80% of the world's data that is largely unstructured and made up of images and video.

#### Who Is the Company Behind Eventual?

- **Seller:** [Eventual](https://www.g2.com/sellers/eventual)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d9a84d1858ad985ccbea5db9f70dbb36ac2553c370fcf9d39d3fd8f72b81ed84&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fshowcase%2Fdaftengine%2F&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [Everstring AI](https://www.g2.com/products/everstring-ai/reviews)

EverString AI is a cloud-based predictive analytics platform designed to empower B2B sales and marketing teams by leveraging artificial intelligence and machine learning. It enables users to identify and engage with high-quality customer prospects, optimize lead scoring, and enhance demand generation efforts. By analyzing vast datasets, EverString helps businesses build new pipelines and increase conversion rates effectively. Key Features and Functionality: - Predictive Scoring: Utilizes AI to assess and prioritize leads based on their likelihood to convert, allowing sales teams to focus on the most promising prospects. - Predictive Demand Generation: Identifies new, high-quality leads that align with a company's ideal customer profile, expanding the potential customer base. - Predictive Ad Targeting: Enhances marketing campaigns by targeting advertisements to prospects with the highest conversion potential, improving ROI. - AI-Powered Data Intelligence: Combines internal CRM data with over 20,000 external signals to provide comprehensive insights into market opportunities. - Seamless Integrations: Integrates with platforms like Microsoft Dynamics CRM Online, enabling users to optimize the prospect-to-customer journey within their existing workflows. Primary Value and User Solutions: EverString AI addresses the challenge of efficiently identifying and engaging with the most promising B2B prospects. By harnessing advanced data science and AI, it streamlines the lead generation process, enhances lead quality, and increases conversion rates. This empowers sales and marketing teams to focus their efforts on high-value accounts, ultimately driving revenue growth and improving marketing efficiency.

#### Who Is the Company Behind Everstring AI?

- **Seller:** [Chorus](https://www.g2.com/sellers/chorus)
- **HQ Location:** Vancouver, Washington, United States
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=38f637812b4ef519f51c8929bd13a17d1f63fbdca005eb95843e563635ff2ce9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fzoominfo&secure%5Burl_type%5D=linkedin_company_website)  
4,333 employees on LinkedIn®

### [EvoML](https://www.g2.com/products/evoml/reviews)

evoML is an AI Optimisation platform that enables businesses to drive greater business value with smart and efficient AI. Powered by TurinTech’s award winning research, evoML upskills tech and business teams to build, deploy and optimise AI models, at scale and at speed. By providing an end-to-end simplified platform, evoML enables users to easily access and understand data from across the organisation, and have it AI ready within a few clicks; improve business performance with better models (accurate, fast and energy-efficient); make confident business decisions with full transparency and automated explainable report. evoML helps businesses maximise return on investment form AI more effectively and efficiently.

#### Who Is the Company Behind EvoML?

- **Seller:** [TurinTech AI](https://www.g2.com/sellers/turintech-ai)
- **Year Founded:** 2018
- **HQ Location:** London, GB
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=dfdbae94aa4666f963057798dba96662c1e730ffe24d975f682abb06782a1195&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fturintechai&secure%5Burl_type%5D=linkedin_company_website)  
44 employees on LinkedIn®

### [Exegy](https://www.g2.com/products/exegy/reviews)

Exegy is a leading provider of high-performance market data solutions, trading platforms, and execution technologies tailored for the capital markets. Leveraging over 20 years of innovation and a portfolio of more than 150 patents, Exegy delivers resilient, low-latency solutions that cater to the diverse needs of financial institutions, including market makers, proprietary traders, asset managers, and exchanges. Their offerings encompass real-time market data feeds, predictive trading signals, and comprehensive trading platforms, all designed to enhance trading performance and operational efficiency. Key Features and Functionality: - Real-Time Market Data: Exegy's solutions provide normalized, enriched, and filtered market data from over 300 global markets, covering asset classes such as equities, options, fixed income, commodities, and currencies. - Predictive Trading Signals: The Signum suite offers AI-driven real-time signals that predict price movements and identify hidden liquidity, enabling traders to make informed decisions with up to 80% accuracy. - Trading Platforms: Exegy's Metro platform supports automated, algorithmic, and click trading strategies across major US and European futures and options markets, providing a robust environment for executing complex trading strategies. - Managed Services: Exegy offers fully managed services, including 24/7 monitoring, capacity management, and support for exchange-driven changes, allowing clients to focus on their core trading activities while ensuring system reliability and compliance. Primary Value and Solutions Provided: Exegy's comprehensive suite of solutions addresses critical challenges in the financial trading landscape by delivering: - Enhanced Trading Performance: By providing low-latency, high-quality market data and predictive analytics, Exegy empowers traders to execute strategies more effectively, capturing opportunities with greater precision. - Operational Efficiency: The managed services model reduces the burden of infrastructure management, allowing firms to allocate resources towards strategic initiatives and innovation. - Scalability and Flexibility: Exegy's solutions are designed to scale with clients' needs, supporting growth and adaptation to evolving market conditions without compromising speed or stability. - Risk Mitigation: With real-time monitoring and support, Exegy ensures system resilience and compliance, mitigating operational risks associated with market data and trading infrastructure. By integrating advanced technology with expert services, Exegy enables financial institutions to navigate the complexities of modern trading environments, optimize performance, and achieve sustainable growth.

#### Who Is the Company Behind Exegy?

- **Seller:** [Exegy](https://www.g2.com/sellers/exegy-8a3519d9-01f8-45c9-aca2-ebdccf999fd1)
- **Year Founded:** 2003
- **HQ Location:** St Louis, Missouri, United States
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7bd976c59fe2d58c6f37a3c6c485cc871d6d39927dfb570dd610cd76ccb285c5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fexegy&secure%5Burl_type%5D=linkedin_company_website)  
394 employees on LinkedIn®

### [Exonic](https://www.g2.com/products/exonic/reviews)

Exonic is an advanced AI-driven platform designed to revolutionize the way businesses manage and analyze their data. By leveraging cutting-edge machine learning algorithms, Exonic enables organizations to extract meaningful insights, automate complex processes, and enhance decision-making capabilities. Its intuitive interface and robust analytics tools cater to a wide range of industries, ensuring scalability and adaptability to various business needs. Key Features and Functionality: - Data Integration: Seamlessly connects with multiple data sources, allowing for comprehensive data aggregation and management. - Advanced Analytics: Utilizes sophisticated algorithms to perform predictive analytics, trend analysis, and anomaly detection. - Automation: Automates routine tasks and workflows, increasing operational efficiency and reducing human error. - Customizable Dashboards: Offers interactive and customizable dashboards for real-time data visualization and reporting. - Scalability: Designed to handle large datasets and scale with the growth of the organization. Primary Value and Solutions Provided: Exonic addresses the challenge of data overload by providing a centralized platform that simplifies data analysis and interpretation. It empowers users to make informed decisions quickly, enhances productivity through automation, and drives business growth by uncovering actionable insights. By transforming raw data into strategic assets, Exonic enables organizations to stay competitive in a data-driven world.

#### Who Is the Company Behind Exonic?

- **Seller:** [Exonic](https://www.g2.com/sellers/exonic)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [Expert.ai](https://www.g2.com/products/expert-ai/reviews)

Expert.ai Studio is a fully integrated, low-code development environment for building and deploying custom AI-based text models to address any linguistic challenge. Our solution helps organizations and developers to create advanced and unique solutions to extend the scope of intelligent process automation and make knowledge discovery more effective. Expert.ai Studio applies natural language understanding (NLU) capabilities and a fine-grained text processing configuration to achieve precise comprehension of your content. As a result, you gain complete control over your data so you can use it more efficiently and at scale in support of your business operations.

**Average Rating:** 5.0/5.0

**Total Reviews:** 1

#### Who Is the Company Behind Expert.ai?

- **Seller:** [Expert.ai](https://www.g2.com/sellers/expert-ai)
- **HQ Location:** Modena, IT
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=db2a2e9653f759a8b7441a3cf685ab5652c818b8ec531c54a20c1f948b2add99&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fexpert-ai%2F&secure%5Burl_type%5D=linkedin_company_website)  
266 employees on LinkedIn®
- **Ownership:** BIT:EXSY
- **Total Revenue (USD mm):** $31

#### Who Uses This Product?

- **Company Size:** 100% Large

#### What Are Recent G2 Reviews of Expert.ai?

**["Expert.ai review - evaluated recently and this is pretty handy solution."](https://www.g2.com/survey_responses/expert-ai-review-9619660)**

**Rating:** 5.0/5.0 stars

_— Amol P._

[Read full review](https://www.g2.com/survey_responses/expert-ai-review-9619660)

### [Exploratory](https://www.g2.com/products/exploratory/reviews)

Exploratory enables users to understand data by transforming, visualizing, and applying advanced statistics and machine learning algorithms.

**Average Rating:** 4.2/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate Exploratory?

- **Ease of Admin:** 9.2/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Exploratory?

- **Seller:** [Exploratory](https://www.g2.com/sellers/exploratory)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Do G2 Reviewers Say About Exploratory?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **AI-assisted data organization** of Exploratory, simplifying analytical processes for those new to statistics.
- Users value the **effective problem-solving** capabilities of Exploratory, simplifying data analysis and supporting user growth.
- Users value the **productivity improvement** from Exploratory's ability to organize data effortlessly and support inexperienced users.

#### What Are Recent G2 Reviews of Exploratory?

**["Tech savvy and ultimate utility"](https://www.g2.com/survey_responses/exploratory-review-5033661)**

**Rating:** 4.5/5.0 stars

_— Shri S._

[Read full review](https://www.g2.com/survey_responses/exploratory-review-5033661)

**["The best data analysis app"](https://www.g2.com/survey_responses/exploratory-review-11286328)**

**Rating:** 5.0/5.0 stars

_— Fumiaki S._

[Read full review](https://www.g2.com/survey_responses/exploratory-review-11286328)

#### What Are G2 Users Discussing About Exploratory?

- [What does the exploratory system do?](https://www.g2.com/discussions/what-does-the-exploratory-system-do)
- [What is exploratory testing software?](https://www.g2.com/discussions/what-is-exploratory-testing-software)
- [Which are the main elements of exploratory testing?](https://www.g2.com/discussions/which-are-the-main-elements-of-exploratory-testing)

### [Extentum AI](https://www.g2.com/products/extentum-ai/reviews)

Extentum AI is an advanced artificial intelligence platform designed to empower businesses by automating complex processes and enhancing decision-making capabilities. By leveraging cutting-edge machine learning algorithms, Extentum AI enables organizations to analyze vast datasets, uncover actionable insights, and drive innovation across various industries. Key Features and Functionality: - Data Analysis and Interpretation: Processes large volumes of data to identify patterns and trends, facilitating informed business decisions. - Predictive Analytics: Utilizes historical data to forecast future outcomes, aiding in strategic planning and risk management. - Natural Language Processing (NLP): Understands and interprets human language, enabling seamless interaction between users and the system. - Automated Workflow Management: Streamlines operations by automating routine tasks, increasing efficiency and reducing human error. - Customizable AI Models: Offers tailored solutions to meet specific business needs, ensuring relevance and effectiveness. Primary Value and Solutions Provided: Extentum AI addresses the challenge of managing and making sense of complex data by providing tools that automate analysis and decision-making processes. This leads to increased operational efficiency, reduced costs, and the ability to swiftly adapt to market changes. By integrating Extentum AI, businesses can harness the power of artificial intelligence to drive growth, innovation, and maintain a competitive edge in their respective industries.

#### Who Is the Company Behind Extentum AI?

- **Seller:** [Extentum AI](https://www.g2.com/sellers/extentum-ai)
- **Year Founded:** 2024
- **HQ Location:** Lublin, PL
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1fc61f83ae2c603bb58a26b66bf22563b2b20cfc81e6a48dcd0a3fafd9a08c11&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fextentum-ai&secure%5Burl_type%5D=linkedin_company_website)  
7 employees on LinkedIn®

### [Extracta.ai](https://www.g2.com/products/extracta-ai/reviews)

Extracta.ai is an advanced AI-driven platform that automates the extraction of structured data from unstructured documents, such as invoices, resumes, contracts, and receipts. By leveraging cutting-edge Optical Character Recognition (OCR) technology and fine-tuned Large Language Models (LLMs), Extracta.ai achieves up to 99% accuracy in data extraction without the need for prior training. This solution is designed to streamline workflows, reduce manual data entry, and enhance operational efficiency across various industries, including finance, healthcare, and logistics. Key Features and Functionality: - Versatile Document Processing: Supports a wide range of document formats, including PDFs, Word documents, text files, and scanned images (PNG, JPG), enabling comprehensive data extraction capabilities. - Customizable Extraction: Allows users to define their own templates and tailor the data extraction process to meet specific requirements, enhancing the relevance and accuracy of the extracted data. - High Accuracy: Utilizes advanced algorithms to ensure up to 99% accuracy in data extraction, minimizing errors and improving data reliability. - Ease of Integration: Offers a RESTful API for seamless integration into existing systems and workflows, facilitating automated data processing without significant infrastructure changes. - Data Privacy and Security: Prioritizes the confidentiality and integrity of user data by adhering to the highest data protection standards, including full compliance with GDPR regulations. Primary Value and Problem Solved: Extracta.ai addresses the challenge of efficiently processing large volumes of unstructured documents by automating data extraction tasks. This automation reduces the reliance on manual data entry, thereby decreasing the likelihood of errors and increasing overall productivity. By transforming unstructured data into structured, actionable information, Extracta.ai empowers businesses to make informed decisions more quickly and effectively. Its user-defined templates and no pre-training requirement offer unparalleled flexibility, making it an ideal solution for organizations seeking to enhance their data processing capabilities without extensive setup or training.

#### Who Is the Company Behind Extracta.ai?

- **Seller:** [Extracta.ai](https://www.g2.com/sellers/extracta-ai)
- **Year Founded:** 2023
- **HQ Location:** Bucharest, RO
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a2d9426dae778480df72da1f71012e548d14107b92e29e24a092f4a381a28d69&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fextracta-ai%2F&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

### [Extractninja](https://www.g2.com/products/extractninja/reviews)

ExtractNinja is a powerful data extraction tool designed to simplify the process of retrieving and organizing information from various online sources. It enables users to efficiently gather data without the need for complex coding or manual effort, making it an ideal solution for businesses and individuals seeking to automate their data collection processes. Key Features and Functionality: - Automated Data Extraction: ExtractNinja automates the process of extracting data from websites, reducing the time and effort required for manual data collection. - User-Friendly Interface: The platform offers an intuitive interface that allows users to set up and manage extraction tasks with ease, regardless of their technical expertise. - Customizable Extraction Parameters: Users can define specific parameters and criteria to tailor the data extraction process to their unique needs. - Data Organization and Export: Extracted data is organized systematically and can be exported in various formats, facilitating seamless integration with other tools and systems. Primary Value and Problem Solved: ExtractNinja addresses the challenge of efficiently collecting and managing large volumes of data from the web. By automating the extraction process, it eliminates the need for manual data gathering, reducing errors and saving valuable time. This empowers users to focus on analyzing and utilizing the data to drive informed decisions and strategies.

#### Who Is the Company Behind Extractninja?

- **Seller:** [ExtractNinja](https://www.g2.com/sellers/extractninja)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

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[Browse Data Science and Machine Learning Platforms Themes](/categories/data-science-and-machine-learning-platforms/themes)

 ![Bijou Barry](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Bijou Barry")
BB

Researched and written by [Bijou Barry](https://research.g2.com/insights/author/bijou-barry)

Updated April 22, 2026

Data science and machine learning (DSML) platforms provide tools to build, deploy, and monitor machine learning (ML) algorithms by combining data with intelligent, decision-making models to support business solutions. These platforms may offer prebuilt algorithms and visual workflows for nontechnical users or require more advanced development skills for complex model creation.

Core capabilities of data science and machine learning (DSML) software

To qualify for inclusion in the Data Science and Machine Learning (DSML) Platforms category, a product must:

- Present a way for developers to connect data to algorithms so they can learn and adapt
- Allow users to create ML algorithms and offer prebuilt algorithms for novice users
- Provide a platform for deploying AI at scale

How DSML software differs from other tools

DSML platforms differ from traditional platform-as-a-service (PaaS) offerings by providing ML–specific functionality, such as prebuilt algorithms, model training workflows, and automated features that reduce the need for extensive data science expertise.

Insights from G2 Reviews on DSML software

According to G2 review data, users highlight the value of streamlined model development, ease of deployment, and options that support both nontechnical and advanced practitioners through visual interfaces or coding-based workflows.

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