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The Agentic Advantage series: Real-world AI success stories from leading CDAOs

Starting Feb 4
AI PIPELINES

AI pipelines build your data foundation and unlock insights for your business users

Create AI pipelines that enable data teams to quickly get generative AI into production and into the hands of business users.

Get inspired with Matillion’s AI
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Explore use cases using Matillion AI pipelines

Sentiment Analysis

  • Extract customer sentiment—positive, negative, neutral—from unstructured data. 
  • Choose data sources to analyze; for example, customer reviews, social media posts, or survey responses.
  • Find valuable insights into customer attitudes, product reception, brand perception, and more.
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Ticketing

  • Leverage AI pipelines to process unstructured ticket data.
  • Use data to enhance business workflows; for example, prepare draft responses, predict issues, prioritize and categorize tickets.
  • Scale resources, improve resolution rates, and boost productivity.
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Insights Extraction

  • Automatically analyze and summarize large volumes of unstructured data (e.g., PDF data)
  • Identify key insights, trends, and patterns that might be overlooked in manual analysis
  • Extract from any type of PDF, including financial reports, legal documents, market research, and legal contracts. 
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How Matillion empowers your team with AI pipelines

Put AI into production without the learning curve to unlock GenAI and advanced analytics use cases throughout your business.

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Empower data engineers to build AI pipelines

Your team can get started quickly using their current expertise. Matillion’s Large Language Model (LLM) integrations, Maia, and no-code components make AI accessible to all.
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Unlock value from unstructured data

Transform unstructured data, such as insights from customer reviews, into structured insights. Use Retrieval Augmented Generation (RAG) with vector stores to educate LLMs on your data for responses tailored to your business.
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Accelerate AI value in business workflows

Quickly demonstrate the value of AI by integrating generative AI into existing business processes, and see results in minutes rather than months.

Use prompt components

With Matillion's AI prompt component, you can bring LLMs, such as ChatGPT, directly into data pipelines to transform and enrich any data type from structured to unstructured. With a click of a button, you can swap models in and out to ensure best performance.

Use Prompt Componetns

Educate your LLM using RAG

Enable RAG in data pipelines to look up vector store data and contextualize business insights with no coding required. 

Educate LLM

Connect to vendor stores

Load data into vector stores (such as Pinecone) and reference from vector stores within your data pipelines.

Connect vendor store

Understand AI data lineage

See data lineage on AI pipelines to make AI explainable. For example, you can have visibility into all data in vector stores.  

AI Data Lineage

Explore Matillion’s features for AI and analytics workloads

One unified platform One unified platform Robust connectivity Robust connectivity LLM prompt LLM prompt component in pipelines RAG support RAG support Matillion Lineage Matillion Lineage Auto documentation Auto documentation Copilot Maia

See how our customers are managing their workloads with Matillion

 

Data-led personalisation for a superior client experience

For anybody in this space, Matillion is a breath of fresh air given legacy solutions. Businesses could see a significant acceleration of projects, ETL performance, and reduction in operating expenses.

Rob Parker Senior Director of Business Intelligence, Docusign
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Featured resources

Blog 1200x628 Human in the loop

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Human in the Loop in Data Engineering

Data pipelines are the backbone of modern analytics, but they're also notoriously fragile. The most resilient pipelines combine the power of automation with strategic human oversight, a concept known as Human in the Loop (HITL).
Blog 1200x628 Maia AI revolution

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How Matillion is Leading the AI Revolution in Enterprise Data Integration

The AI revolution demands new data integration approaches. Discover how Matillion's Data Productivity Cloud and Maia transform legacy systems for AI workloads while reducing costs and accelerating pipelines.
EU AI act Blog 1200x628

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3 AI Compliance Shifts Every Data Leader Must Act on Now

AI compliance is no longer a technical exercise – it’s a board‑level mandate. The question isn’t if you’ll be audited; it’s whether your AI program is built to thrive when it happens.

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Matillion's comprehensive data pipeline platform offers more than point solutions.

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