Siemens Reviews, Ratings & Features 2026 | Gartner Peer Insights

Gartner defines AI platforms for data science and machine learning (DSML) as platforms that support end-to-end AI model and agent development and life cycle management using diverse data science and AI techniques. These platforms enable data preparation, model building, deployment and governance, and are delivered as fully managed cloud services or on-premises infrastructure for AI experts and business users.

AI platforms for DSML primarily target AI experts, including data scientists and AI engineers, providing a comprehensive suite of data science and AI techniques for augmented and automated decision making. These platforms support building models using data-intensive methods such as machine learning, as well as techniques such as simulation and optimization. They handle all types of data — tabular, image, video and text — for multimodal applications, such as computer vision, natural language processing (NLP) or composite AI, that combines optimization with machine learning.

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AI Platforms for Data Science and Machine Learning

Altair RapidMiner

Siemens

Engineer

Plataforma de ciencia de datos intuitiva y sin código, pero muy cara.

An intuitive, no-code data science platform, but very expensive.

<50M USD

10B - 30B USD

30B + USD

1B - 3B USD

3B - 10B USD

Gov't/PS/ED <5,000 Employees

500M - 1B USD

50M - 250M USD

Gov't/PS/ED 5,000 - 50,000 Employees

250M - 500M USD

Gov't/PS/ED 50,000 + Employees

Manager, It Security And Risk Management

Mi experiencia con el producto es en lineas generales satisfactoria debido a su interfaz visual e intuitiva y su facilidad para construir modelos sin codigo de una forma eficiente, pero hemos tenido algun problema de rendimiento en trabajos de volumen de dato grande.

My experience with the product is generally satisfactory due to its visual and intuitive interface and its ease of building models without code in an efficient way, but we have had some performance problems in large data volume jobs.

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Siemens AG (Berlin and Munich) is a technology company focused on automation and digitalization in process and manufacturing industries, intelligent infrastructure for buildings and distributed energy systems, smart mobility solutions for rail transport, and medical technology and digital healthcare services. Siemens AG includes the industrial businesses Digital Industries, Smart Infrastructure and Mobility. Siemens Financial Services supports the activities of our Industrial businesses and conducts its own business. 

Siemens is a technology company focused on industry, infrastructure, transport, and healthcare. From more resource-efficient factories, resilient supply chains, and smarter buildings and grids, to cleaner and more comfortable transportation as well as advanced healthcare, the company creates technology with purpose adding real value for customers. By combining the real and the digital worlds, Siemens empowers its customers to transform their industries and markets, helping them to transform the everyday for billions of people. Siemens also owns a majority stake in the publicly listed company Siemens Healthineers, a globally leading medical technology provider shaping the future of healthcare. In addition, Siemens holds a minority stake in Siemens Energy, a global leader in the transmission and generation of electrical power.
In fiscal 2022, which ended on September 30, 2022, the Siemens Group generated revenue of ‚Ç¨72.0 billion and net income of ‚Ç¨4.4 billion. As of September 30, 2022, the company had around 311,000 employees worldwide. Further information is available at www.siemens.com.

Siemens is a technology company focused on industry, infrastructure, transport, and healthcare. From more resource-efficient factories, resilient supply chains, and smarter buildings and grids, to cleaner and more comfortable transportation as well as advanced healthcare, the company creates technology with purpose adding real value for customers. By combining the real and the digital worlds, Siemens empowers its customers to transform their industries and markets, helping them to transform the everyday for billions of people. Siemens also owns a majority stake in the publicly listed company Siemens Healthineers, a globally leading medical technology provider shaping the future of healthcare. In addition, Siemens holds a minority stake in Siemens Energy, a global leader in the transmission and generation of electrical power.
In fiscal 2022, which ended on September 30, 2022, the Siemens Group generated revenue of â¬72.0 billion and net income of â¬4.4 billion. As of September 30, 2022, the company had around 311,000 employees worldwide. Further information is available at www.siemens.com.

Reviews

Ratings Overview

Overall experience with

Favorable Review

The intuitive platform facilitates collaborative work but has a high cost.

Critical Review

Simple classification and efficient flow, although the cost is high for users.

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