Bring the power of AI to data engineering

• 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

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

• 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

Ensure your success by empowering your team to:

• Ensure AI accuracy and confidence
• Automate feedback process

• 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