How high variance filesare killing your data onboarding flow


And how Flatfile’s newest AI agents change the equation

Speakers

Damon Banks

Damon Banks

Staff AI Engineer

Kacey Mast

Kacey Mast

Head of Product Marketing at Flatfile

Niko Lazaris

Niko Lazaris

Staff AI Engineer

Posted | Live Demo

About

In this product deep dive, we’ll introduce you to Flatfile’s new Smart Extract and Prepare agents and show how they tackle a major challenge that often slows down data onboarding projects. 

We’ll cover:

  • How high-variance files are derailing enterprise onboarding—and why schema mapping alone isn’t enough

  • How Smart Extract uses AI to dynamically write custom extractors for every complex file

  • What types of file complexities Smart Extract handles best (think multi-header rows, metadata, shifted tables, and more)

  • How Prepare helps you get incoming files ready to map to your destination schema, no formulas required

  • What best practices lead to better outcomes using the Smart Extract and Prepare chat assistants

  • What’s next for Smart Extract and Prepare, and for Flatfile’s evolving agent line-up