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Generative AI Solutions that Deliver

Generative artificial intelligence (genAI) is revolutionizing analytics, making AI more accessible and enabling the creation of remarkable innovations. But it’s not a one-size-fits-all solution. Altair® RapidMiner® provides the tools to harness generative AI safely and effectively. With it, users are empowered to choose the right approach for each task—whether it's generative AI, conventional machine learning, or traditional analytics.

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Why Choose Altair RapidMiner for Generative AI?

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Easily and safely create and iterate on applications that use generative AI

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Utilize the safest, most reliable, and deepest diving copilot

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Our generative AI tools are part of a broad platform that provides much more enterprise value than just generative AI

Take a look at our generative AI resources.

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Technology Partners We Work With

Altair was recognized by Gartner®

As A Leader in the June 2024 Magic Quadrant™ for Data Science and Machine Learning Platforms.

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Generative AI with Altair RapidMiner

A laptop on a desk. The screen is displaying the generative AI interface in Altair AI Studio, part of the RapidMiner platform.

Choose the Right Tool for the Job

  • Access to over 450,000 generative AI models that are easy to test and swap out.
  • Complete support for the most modern machine learning tools.
  • Thousands of operations for aggregating, filtering, transforming, moving, and managing data.
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Produce Reliable Results

  • Full support for both vector and graph-based retrieval-augmented generation (RAG).
  • Built in tools for fine tuning and few-shot optimization.
  • Test different models, prompt structures next to each other, and compare output.

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A Human’s Guide to Generative AI

In this eGuide, we provide a levelheaded, easy-to-understand overview of generative AI – what it is, where it came from, how it works, and what it can (and can’t) do.

Download the eGuide
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A Personal Data Assistant for Everyone

  • Altair® CoPilot has a semantic understanding of your organization’s data through knowledge graphs
  • Features strong guardrails so it produces reliable results, without hallucinations.
  • Altair Copilot can create deployable pipelines and analytics scripts and is easy to adjust and tune over time through Altair® AI Cloud
  • Altair Copilot is large language model (LLM) agnostic, meaning users can swap out models simply and easily.
A person working on a laptop using Altair RapidMiner's drag-and-drop visual editor to fine-tune a machine learning model.

Build an AI Fabric with Altair

With Altair RapidMiner, we offer far more than just generative AI tools, we’ve developed the industry’s first AI Fabric: An AI platform together with a data fabric that converges data and AI to simplify and unify complex data, overcome interoperability challenges, redundancy, and waste.

Want to see our generative AI extension in action?

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Add Generative AI to Your Analytics Workflows

Altair’s generative AI extension can create diverse text-based content types that users can customize for a wide array of tasks. Altair RapidMiner users can utilize our tool for:

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Get Answers from Your Data

Ask, in natural language, any ad hoc question of structured or unstructured data and receive real time, accurate answers-fully compliant with enterprise data standards.

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Sentiment and Claims Analysis

Analyze customer service call transcripts and online help chat text logs to determine public opinion and identify common complaints.

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Compliance Reporting and Document Review

Review legal documents for compliance and flag potential issues, reducing workload for legal departments.

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Report Generation

Automatically generate reports, statements, business intelligence memos, and more.

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Knowledge Management

Assist in organizing, searching, and retrieving information from disparate, siloed sources and non-interoperable legacy systems.

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Text Summarization

Create concise summaries of lengthy documents or articles, making it easier for readers to get up to speed quickly and grasp key information.

Featured Resources

No Way Back: Machine Learning in the Age of Generative AI

Presentation by Dr. Ingo Mierswa, Sr. Vice President Product Development at Altair as part of Altair's Future.Industry 2024 conference.

Generative AI is all the hype, for sure. But is it justified? While many organizations are still getting used to all the new use cases which can be solved, Dr. Ingo Mierswa looks beyond that early phase of adoption in this presentation. He argues that Generative AI may in many instances mark the end of data science as we know it. There is no way back now: We will no longer train models if not needed. Model marketplaces will continue to explode. And we will finally end the chase for the optimal model and will get used to the notion of good-enough. Join this presentation if you would like to get a glimpse into the future of data science, machine learning, and broader data analytics and learn how Generative AI is about to completely transform our field.

Three Clicks to Generative AI

The Altair RapidMiner platform delivers practical, scalable generative AI capabilities without the complexity. With only three clicks, business users and analysts without specialized training can build and deploy custom generative AI models. Access the nearly 400,000 large language models available on Hugging Face. Incorporate public models, including ChatGPT, and fine tune them to your requirements without writing any code. The Altair RapidMiner platform enables global enterprises to develop sophisticated models that help them innovate faster, increase sales, reduce churn, improve security, enhance customer experiences, and lower operating costs.

Product Overview Videos

Integrating Data with Knowledge Graphs: Why, What, and How?

Sean Martin, Chief Scientist, Graph Technology at Altair and Gregory West, Lead Solutions Specialist at Altair presents at the 2024 ATCx AI for Engineers conference.

In this presentation, we explore the rationale behind integrating data with Knowledge Graphs, outline their fundamental concepts, and demonstrate practical implementation using Altair Graph Studio. Join us to get an introduction to the transformative potential of this technology.

Duration: 21 minutes

Please note that presentations are in English by default. The following languages are available by clicking on Audio Description AD)) on screen: ES, FR, JA, KO, PT, ZH-CN.

ATCx AI for Engineers

Accelerate AI Adoption with Frictionless AI

Altair RapidMiner is unrivaled in its ability to eliminate the organizational friction between people, the technical friction between tools, and the financial friction between aspiration and reality. Our solutions empower your employees, regardless of their skill level, to master the analytics lifecycle, from data ingestion and modeling to operationalization and reporting. Our platform delivers the tools you need to go from idea to insight. The result is a data analytics ecosystem that meets you where you are, and evolves with you, wherever you go in the future.

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