Unify All Data Sources Across Platforms
Eliminate data fragmentation by seamlessly integrating every source, ensuring consistency and accessibility across all systems.
AI Fabric: The Future of Data and AI Integration
Data Fabric + AI Factory = AI Fabric
In today’s fast-paced digital landscape, organizations struggle to connect fragmented data, manage artificial intelligence (AI)-driven automation, and ensure governance at scale. That’s where an AI fabric approach comes in. AI fabric is a next-generation approach that seamlessly unites data, AI, and automation, enabling businesses to transform their operations with real-time insights, enhanced decision-making, and scalable automation.
The AI Fabric’s Unique Approach to AI Integration
Unlike traditional data management solutions that struggle with disconnected data silos, the AI fabric offers a unified, flexible architecture that seamlessly integrates data, AI, and analytics across the enterprise. From data ingestion and analysis to model creation, deployment, and real-time insights, AI fabrics support the seamless integration of various AI capabilities, turning isolated systems into a connected ecosystem. This approach accelerates innovation by allowing organizations to:
Unlock Precise Insights with Context-Aware AI
Leverage powerful, unified data to fuel AI models that deliver accurate, context-driven insights for better decision-making.
Enable Scalable, Real-Time Decision-Making
Drive automated, data-driven decisions in real time, accelerating your business operations and enhancing responsiveness at scale.
Effortlessly Scale AI and Analytics Operations
Expand your AI and analytics capabilities without the complexity of constant system reconfiguration, ensuring smooth growth and adaptation.
The Impact of the AI Fabric
For Organizations
AI fabric solutions streamline data integration by overlaying existing infrastructures with a graph-powered architecture, eliminating the need for costly migrations and connecting fragmented data silos. It creates an ideal environment for deploying generative AI (genAI), large language models (LLMs), and automation, while ensuring compliance and data integrity with built-in transparency and security. AI agents also automate workflows and optimize decision-making.
For Consumers
AI fabric solutions enhance services with faster, more personalized experiences, leveraging AI-driven automation across industries like e-commerce, healthcare, and finance. With improved data governance, it ensures privacy and ethical AI practices, while enabling conversational AI tools like chatbots and assistants, making services more accessible, interactive, and user-friendly.
Why You Need an AI Fabric
Efficient data management and utilization help you gain critical competitive advantages. The Altair® RapidMiner® data analytics and AI platform empowers organizations to unlock new value from their data while optimizing operations. Here’s why an AI fabric is essential to your organization:
Seamless AI Integration
An AI fabric eliminates siloed data, unifying all data from legacy systems to modern platforms. This allows organizations to make faster, more accurate data-driven decisions.
Scalable Architecture
Whether handling large volumes of data or deploying thousands of AI models, an AI fabric scales with your needs, supporting a growing digital ecosystem without the burden of constant system reconfiguration.
Improved Decision-Making
By utilizing AI-powered insights and context-aware models, an AI fabric delivers more actionable, more accurate insights to improve business outcomes.
Agentic AI Agility
The flexibility of an AI fabric allows your organization to adapt to changes in the business landscape, whether it’s new data sources, advanced AI models, or emerging technologies. An AI fabric future-proofs your data and AI strategy.
Cost Efficiency
By consolidating systems and reducing complexity, an AI fabric offers a more cost-effective way to manage data and AI initiatives, speeding time to market.
Contextual Knowledge Graphs
An AI fabric structures data into knowledge graphs, enabling AI to understand relationships, patterns, and context far beyond what traditional databases can offer.
Real-Time AI Decision-Making
AI agents within an AI fabric analyze data, predict trends, and automate responses in real time to make smarter, faster decisions than ever.
Scalable, Explainable AI
Every AI decision is traceable and governed, ensuring accountability and security, even as AI-generated content grows.
Embrace the Future with AI Fabrics
The AI fabric isn’t just another tech trend—it’s a cornerstone for organizations navigating digital transformation. Whether you're modernizing existing systems, scaling AI capabilities, or enhancing business agility, an AI fabric provides the infrastructure for successful, scalable AI integration and data operations.
Adopting an AI fabric is the key to unlocking the full potential of AI. The AI fabric approach transforms your data strategy, accelerates innovation, and enables seamless AI integration. With a unified platform, an AI fabric helps you stay ahead of the competition and future-proof your AI journey.
Why Altair RapidMiner for Your AI Fabric?
Unified Data Fabric: Connect and govern both structured and unstructured data seamlessly across your organization.
Graph-Powered Knowledge Network: Extract valuable AI-powered insights from diverse business reports, legacy systems, and enterprise data.
Embedded AI Agents: Automate workflows with AI-powered decision-making, optimizing efficiency.
Composable, Open Architecture: Integrate an AI fabric with your existing infrastructure at your own pace, ensuring smooth adoption.
Comprehensive Governance and Compliance: Ensure responsible, traceable AI adoption with full transparency and control.
Featured Resources
AI Fabric with Altair RapidMiner: The Next Generation of Enterprise AI
This flyer highlights the power of an AI fabric, a transformative technology that takes your organization’s data capabilities to the next level. While data fabrics provide a unified layer that connects and virtually represents all your data without the need for complex schemas or data movement, they are just the first step. The real value comes when you build an AI fabric on top of your data fabric, enabling your organization to fully activate its data and integrate advanced AI solutions into everyday operations. With an AI fabric, your organization can become a data- and AI-driven leader, fostering greater efficiency, collaboration, and innovation.
Brochures
Altair Graph Studio: Seamless Data Integration Powered by Semantics
Altair Graph Studio, part of the Altair RapidMiner data analytics and artificial intelligence (AI) platform, is a comprehensive data discovery and integration toolset that applies a semantic, graph-based data fabric over diverse enterprise data sources. Unlike other data discovery and integration tools, Graph Studio applies a semantic layer to add real-world meaning to structured and unstructured data. Graph Studio creates a single pane of glass for an enterprise’s data, eliminates data silos, activates unused data, and enables on-demand business insights. With knowledge graph technology, Graph Studio provides understandable, comprehensive organizational context to all enterprise solutions, especially those that employ generative AI (genAI).
Brochures
The Critical Role of Data Lineage in Ensuring Effective AI Governance
The growing use of artificial intelligence (AI) presents tremendous opportunities and risks. AI systems influence critical sectors such as military and business operations, making it vital to establish robust governance frameworks. Effective AI governance relies on data lineage—the ability to trace the journey of data from its origin to its use in AI systems. This process ensures AI-generated decisions are based on trustworthy and accurate data, fostering transparency and accountability.
In this white paper, we’ll explore the relationship between data lineage and AI governance, the importance of verification and validation (V&V), and how knowledge graphs ensure AI outputs are reliable, understandable, and traceable.
White Papers
Altair Graph Studio: Scalable Knowledge Graph Toolset
Altair Graph Studio is a comprehensive data discovery and integration toolset for the enterprise. It enables managers and workers to ask any question across all enterprise data. Unlike other data discovery and integration tools, Graph Studio applies a semantic, graph-based data fabric layer over your data infrastructure, capturing the real-world meaning of all your data sources ‐ structured and unstructured alike. Graph Studio then constructs your data into knowledge graphs at enterprise scale, eliminating data silos and enabling exciting new levels of on-demand business insight.
Brochures
