Bring the power of AI to data engineering

Build and manage scalable data pipelines with no coding required, and accelerate data delivery for AI and analytics projects.

Create AI pipelines in seconds, not hours

With Matillion’s AI platform, you can ensure your data is ready for AI analysis, enrich your data with AI capabilities, and use AI-augmented data in your everyday business workflows.

Get data AI-ready

• Integrate your unstructured, semi-structured, structured data with hundreds of pre-built connectors, or build your own custom connector
• Transform your data into an AI-ready state

Prompt LLMs

With prompting capabilities, you can

• Integrate Large Language Models (LLMs) directly within data pipelines and your data (without code)
• Easily change LLMs (for example, gpt4.o or Llama 3.1) to A/B test and determine best model based on accuracy, cost, and speed
• Create series of prompts to run on unstructured data sets so you can extract insights, summarize information, translate, and perform sentiment analysis

RAG

• Load and chunk data into vector databases, generating optimized reference indexes for efficient retrieval
• Enable Retrieval Augmented Generation (RAG) in data pipelines to look up vector store data without code
• Contextualize business insights using proprietary knowledge to augment LLMs
• Implement RAG workflows seamlessly within existing Matillion pipelines

Feedback

Ensure your success by empowering your team to:

• Ensure AI accuracy and confidence
• Automate feedback process

Drive workflows

• Bring GenAI directly to business users in the applications they use
• Reverse ETL AI-generated insights and content into source systems such as CRM, ERP, and other business systems
• Streamline tasks, improve workflows, and make everyone in the organization smarter