Altair (Nasdaq: ALTR), a global leader in computational intelligence, has unveiled an enhanced AI agent framework within Altair® RapidMiner®, its data analytics and artificial intelligence (AI) platform. This new capability allows users to seamlessly integrate generative AI (genAI) agents into their workflows, empowering organizations to drive transformative automation and operational intelligence.
“Altair RapidMiner has always been a trusted platform for machine learning and data analytics,” said Sam Mahalingam, Chief Technology Officer at Altair. “With our new AI agent framework, we’re taking the next step by enabling users to build autonomous AI agents that integrate graph-based intelligence, machine learning, simulations, and business rules. This innovative approach is designed to maximize the value of data and give organizations a competitive advantage.”
The AI agent framework in Altair RapidMiner combines advanced features from top AI agent systems with Altair RapidMiner’s established strengths. It allows users to create comprehensive, computationally optimized automation systems by integrating graph-based intelligence, dynamic agent collaboration, physical simulations, traditional machine learning models, and business rules.
Altair RapidMiner introduces cutting-edge AI agent capabilities designed to enhance operational intelligence and adaptability. At the core is the AI Fabric, a sophisticated graph-powered environment that unifies data, actions, and actors into a seamless ecosystem. This enables organizations to transform traditional workflows into intelligent, adaptive systems where AI agents collaborate with humans and systems in real-time. Leveraging Graph-Powered Contextual Intelligence, these agents gain a profound understanding of relationships, dependencies, and live data, empowering them to navigate complex systems, adapt dynamically to new information, and deliver actionable insights effectively.
The platform supports Seamless Integration with advanced computational systems, including physical simulations, traditional machine learning models, and conventional business rules. This creates a unified solution that combines innovative AI technologies with proven methodologies to ensure scalable, reliable automation. Complementing these capabilities is a Built-in Governance and Traceability framework, where every AI agent action is monitored and logged within a universal access control system. This ensures transparency, accountability, and compliance by capturing interactions from both human users and AI agents as part of the graph-powered ecosystem.
Altair RapidMiner also emphasizes Enhanced Multi-Agent Collaboration, where AI agents dynamically participate in workflows, refine their understanding of tasks, and work alongside other agents and humans to achieve seamless process automation. Key functionalities include Natural Language Understanding (NLU) for processing complex inputs, Tool Integration with APIs and enterprise systems, and Advanced Planning and Reasoning for dynamic strategy adjustments. With Context Awareness and Memory, agents maintain continuity across tasks, ensuring a coherent and efficient approach to multi-step challenges. These advanced features position Altair RapidMiner as a leader in intelligent, scalable AI-driven solutions.
