THE POWER OF POSSIBILITY
Altair built a broad technology portfolio spanning artificial intelligence, data analytics, machine learning, simulation and high-performance computing. Following Siemens' acquisition of Altair, these capabilities are integrated into the software ecosystem.
MXTechies connects Altair AI and analytics capabilities with Mendix applications, helping enterprises seamlessly transition from raw data intelligence to governed workflows and actionable business decisions.
What it is
Executive Summary
Altair AI refers to the artificial intelligence, machine learning and data analytics capabilities developed within Altair's computational intelligence portfolio. The ecosystem included technologies associated with RapidMiner, AI Studio, AI Cloud, AI Hub and Graph Studio. Together, these capabilities supported data preparation, analytics, machine learning, AI development, connected data and enterprise AI workflows.
For enterprises, the value of Altair AI is not limited to building models. The broader opportunity is to connect data, analytics, AI and business processes so that intelligence can be used where operational decisions are made.
The Ecosystem
Enterprise data analytics and AI capabilities supporting data preparation, machine learning, analytics and AI workflows.
Visual environment for developing data science, machine learning and AI workflows; formerly known as RapidMiner Studio.
Cloud-oriented capabilities for enterprise data science and AI workflows.
Capabilities supporting collaboration and operationalization of data science and AI workflows.
Knowledge-graph and connected-data capabilities that help create context across enterprise information.
The Platform
Altair RapidMiner was Altair's data analytics and artificial intelligence platform. It brought together data preparation, visual data science, machine learning, AutoML and analytics capabilities. After Siemens completed the acquisition of Altair, the former Altair RapidMiner data analytics and AI/ML portfolio became part of Siemens' RapidMiner portfolio.
Integrated deeply within the Siemens ecosystem.
Context for AI
Enterprise AI needs context as well as models. Knowledge graphs can connect people, products, processes, assets and operational information so AI systems can work with relationships between data points. Altair Graph Studio can be positioned within this connected-data story, supporting a foundation for analytics, knowledge and AI-driven decision making.
Agentic AI Architecture
Agentic AI extends enterprise AI beyond generating insights by connecting intelligence with context, reasoning and actions. Altair AI and data analytics capabilities can contribute the intelligence layer behind agentic enterprise applications, while connected enterprise data and knowledge graphs can provide the context needed for AI-driven workflows. With Mendix, these capabilities can be exposed through enterprise applications where AI-assisted recommendations, decisions and actions can be governed by business rules and human oversight.
Access relevant enterprise data, business rules and operational context.
Use AI, machine learning and analytics to identify patterns, generate insights and support decisions.
Use connected data and knowledge graphs to understand relationships between enterprise entities.
Connect AI outputs to Mendix applications, workflows, approvals and operational processes.
MXTechies acts as the integration layer between AI capabilities and business applications. This enables organizations to move from an AI model or analytical insight to an application workflow where users can review recommendations, approve actions and execute business processes.
Applied Intelligence
Predictive maintenance agents that identify potential equipment issues and support maintenance workflows.
Quality intelligence agents that analyze quality signals and support corrective-action processes.
Supply chain agents that monitor operational information and assist with exception management.
Engineering intelligence agents that connect engineering information with AI-assisted analysis.
Manufacturing agents that combine production data, analytics and application workflows.
Enterprise knowledge agents that use connected enterprise information to support questions and decisions.
AI-assisted workflow agents that convert insights into application-level tasks, approvals and actions.
Intelligence to Action
Mendix provides a low-code application layer for building enterprise applications and workflows. By integrating Altair AI and analytics capabilities with Mendix, organizations can bring AI outputs into the operational environment instead of leaving insights isolated in analytics tools. Use cases can include role-based dashboards, AI-assisted decisions, approval workflows, alerts, recommendations and automated business processes.
Ecosystem Integration
Siemens completed the Altair acquisition in March 2025 and has stated that Altair technologies are being integrated into Siemens Xcelerator. This creates a broader industrial software ecosystem spanning simulation, engineering, data, AI, high-performance computing and enterprise applications.
Why MXTechies
Deep specialization in integrating Altair AI models, RapidMiner, and enterprise analytics setups.
Proven track record of building low-code enterprise applications for complex workflows.
Architecting connected data models to provide context-rich intelligence for AI engines.
Seamless deployment across Siemens Xcelerator, Teamcenter, Opcenter, and enterprise tools.
Designing multi-agent workflows capable of autonomous reasoning and real-time execution.
Built-in human-in-the-loop controls, audit trails, and strict operational safety rules.
Complete lifecycle implementation—taking your vision from initial Proof of Concept (PoC) to full-scale enterprise production.
Where It Applies
Shop floor, quality, MES, and operational applications.
Inventory, order management, and customer portals.
Workflow automation and internal enterprise tools.
Secure process automation and reporting applications.
Claims, policy, and compliance workflows.
Tracking, planning, and operational visibility.
EV operations, manufacturing, and analytics.
Traceability, quality, and production apps.
Global Reach
MXTechies positions Altair AI, analytics, knowledge graphs, Agentic AI and Mendix applications for industrial transformation and enterprise AI initiatives across the UAE.
Altair AI and Mendix integration supports application modernization, analytics, manufacturing, engineering and AI-enabled workflows for enterprises in India.
Altair AI, RapidMiner, Agentic AI and Mendix integration driving enterprise AI, engineering analytics, and intelligent modernization in the US.
Knowledge Base
Altair AI refers to AI, machine learning and data analytics capabilities developed within Altair's computational intelligence portfolio, including technologies associated with RapidMiner, AI Studio, AI Cloud, AI Hub and Graph Studio.
Siemens completed its acquisition of Altair Engineering on March 26, 2025. Altair technologies are being integrated into Siemens' software portfolio and Siemens Xcelerator ecosystem.
The former Altair RapidMiner data analytics and AI/ML portfolio became part of Siemens' RapidMiner portfolio following the acquisition.
Altair AI Studio was a visual data science and AI development environment formerly known as RapidMiner Studio.
Altair Graph Studio provides knowledge-graph and connected-data capabilities that help organizations create context across enterprise information.
Agentic AI describes AI systems that can use context, reasoning and tools to support multi-step tasks and workflows. Altair AI capabilities can contribute intelligence and data context to such enterprise architectures.
Yes. AI and analytics outputs can be integrated with Mendix applications so organizations can expose insights, trigger workflows and support business decisions.
MXTechies connects AI and analytics capabilities with Mendix applications, enterprise workflows and Siemens ecosystem technologies.
Altair's broader portfolio spans simulation, HPC, data analytics and AI, making it relevant to manufacturing, engineering and industrial analytics use cases.
Siemens completed its acquisition of Altair in March 2025 and describes Altair as part of Siemens, with its technologies being integrated across the Siemens software portfolio.
Agentic AI can combine enterprise context, analytics and application workflows to support use cases such as maintenance, quality, supply chain and production exception management.
Siemens has stated that Altair technologies are being integrated into the Siemens Xcelerator portfolio following the acquisition.
The Next Step For Enterprise AI
Have an AI model, analytics workflow, knowledge graph or agentic AI concept that needs to reach the people and systems that make decisions? MXTechies connects Altair AI and analytics capabilities with Mendix applications to turn intelligence into governed workflows, decisions and measurable business action.