Batch Data Extraction at Scale with Cortex AI Functions

Extracting data from complex unstructured formats — text, images, video, and audio — traditionally requires specialized machine learning workflows. In this guide, you'll use Snowflake Cortex AI Functions to build a batch data extraction pipeline that processes multimodal content entirely within Snowflake.

You'll apply built-in AI functions to extract fields and transcribe media, then use Cortex AI Function Studio to create a reusable custom AI function, evaluate its accuracy, and optimize it for production use.

In this virtual hands-on lab, you will learn how to:
 

• Apply AI_EXTRACT, AI_COMPLETE (with public preview video support), and AI_TRANSCRIBE to unlock structure from text, images, video, and audio
• Use Cortex AI Function Studio to create, evaluate, and refine a reusable custom AI function
• Walk away with an optimized, production-ready pipeline for multimodal data extraction