Platform empowers users to seamlessly build and deploy advanced AI agents
TROY, Mich., Dec. 18, 2024 /PRNewswire/ -- Altair [https://c212.net/c/link/?t=0&l=en&o=4327260-1&h=768680532&u=https%3A%2F%2Fwww.altair.com%2F&a=Altair] , a global leader in computational intelligence, announced that Altair® RapidMiner® [https://c212.net/c/link/?t=0&l=en&o=4327260-1&h=1940913566&u=https%3A%2F%2Faltair.com%2Faltair-rapidminer&a=Altair%C2%AE+RapidMiner%C2%AE], its data analytics and artificial intelligence (AI) platform, now empowers users to seamlessly build and deploy advanced AI agents. Organizations can leverage Altair RapidMiner to integrate generative AI [https://c212.net/c/link/?t=0&l=en&o=4327260-1&h=104170934&u=https%3A%2F%2Faltair.com%2Fgenerative-ai&a=generative+AI] (genAI) agents into their workflows, enabling transformative automation and operational intelligence.
https://mma.prnewswire.com/media/2583458/Altair_Newsroom_NR_AI_Agent_Framework_Social.jpg [https://mma.prnewswire.com/media/2583458/Altair_Newsroom_NR_AI_Agent_Framework_Social.jpg]
"Altair RapidMiner, already a trusted platform for machine learning and data analytics, is now taking the next step with our AI agent framework. By enabling users to build autonomous AI agents that seamlessly integrate graph-based intelligence, machine learning, simulations, and business rules, we're unlocking new possibilities," said Sam Mahalingam, chief technology officer, Altair. "This innovative approach, built on the trusted foundation of Altair RapidMiner, allows organizations to maximize the value of their data and achieve a competitive edge."
This new capability brings together the most advanced features of leading AI agent frameworks and enhances them with Altair RapidMiner's signature strengths. By combining graph-based intelligence, dynamic agent collaboration, and integrations with physical simulations, traditional machine learning models, and business rules, Altair RapidMiner enables users to create comprehensive, computationally optimized automation systems.
New features in Altair RapidMiner for AI agents include:
-- AI fabric: intelligent ecosystems within reach - Altair RapidMiner
supports agents that operate within an AI fabric
[https://c212.net/c/link/?t=0&l=en&o=4327260-1&h=1548072428&u=https%3A%2
F%2Faltair.com%2Fblog%2Fexecutive-insights%2Fai-fabric-future-of-genai&a
=AI+fabric]: a dynamic, graph-powered environment that unifies data,
actions, and actors into a seamless ecosystem. This helps users
transform operations into intelligent, adaptive systems where agents
collaborate with humans and other systems in real time.
-- Graph-powered contextual intelligence - At the heart of this new
framework is Altair RapidMiner's ability to leverage knowledge graphs
[https://c212.net/c/link/?t=0&l=en&o=4327260-1&h=477331286&u=https%3A%2F
%2Faltair.com%2Fblog%2Farticles%2Fwhat-are-knowledge-graphs&a=knowledge+
graphs], which provide AI agents with a comprehensive understanding of
relationships, dependencies, and real-time data. Graph-based
intelligence empowers agents to navigate complex systems, adapt to new
information, and generate actionable insights.
-- Seamless integration with advanced computational systems - Users can now
combine agentic AI capabilities with physical simulations, traditional
machine learning models, and conventional business rules. This unique
integration creates a unified platform that blends cutting-edge AI with
proven approaches to deliver robust, optimized, and scalable automation.
-- Built-in governance and traceability - Altair RapidMiner ensures AI
agents' actions are always traceable and governed by a universal access
control framework. Every interaction - whether a human intervention or
an agent decision - is logged as part of the graph, providing full
transparency and accountability.
-- Enhanced multi-agent collaboration - AI agents in Altair RapidMiner
aren't static tools - they are dynamic participants in workflows. They
act as adaptive nodes within the graph, continuously refining their
context, collaborating with other agents, and orchestrating processes
alongside human users to achieve seamless automation and
decision-making.
Altair RapidMiner's AI agent capabilities also include all the advanced features users expect from modern agent frameworks, including:
-- Natural language understanding (NLU) - Allows agents to process and
interpret complex inputs.
-- Tool integration - Seamlessly connects to APIs, enterprise systems, and
external tools.
-- Multi-agent coordination - Allows agents to easily collaborate on
complex, multi-step tasks.
-- Context awareness and memory - Persistent memory ensures continuity
across tasks and interactions.
-- Advanced planning and reasoning - Makes dynamic strategy adjustments
based on real-time inputs.
To learn more about Altair RapidMiner, visit https://altair.com/altair-rapidminer [https://c212.net/c/link/?t=0&l=en&o=4327260-1&h=404025236&u=https%3A%2F%2Faltair.com%2Faltair-rapidminer&a=https%3A%2F%2Faltair.com%2Faltair-rapidminer].
About Altair
Altair is a global leader in computational intelligence that provides software and cloud solutions in simulation, high-performance computing (HPC), data analytics, and AI. Altair enables organizations across all industries to compete more effectively and drive smarter decisions in an increasingly connected world - all while creating a greener, more sustainable future. To learn more, please visit www.altair.com [https://c212.net/c/link/?t=0&l=en&o=4327260-1&h=215963765&u=https%3A%2F%2Fwww.altair.com%2F&a=www.altair.com].
Media contacts --- Altair Corporate Altair Investor Relations --- Bridget Hagan Stephen Palmtag +1.216.769.2658 +1.669.328.9111 corp-newsroom@altair.com ir@altair.com --- Altair Europe/The Middle East/Africa Altair Asia-Pacific --- Louise Wilce Man Wang +44 (0)7392 437 635 86-21-5016635,,825 emea-newsroom@altair.com apac- newsroom@altair.com ---
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