MDS FEST 3.0

Why is there no LLM for Data?

Etai Mizrahi, CEO, Secoda

While LLMs have transformed text, code, and image interactions, structured data hasn't seen similar breakthroughs. Examine where current models fall short with tabular data, where they show promise, and what would be required to build LLMs truly optimized for structured data.

Talk overview

The explosion of large language models (LLMs) has transformed the way we interact with text, code, and images—but why hasn’t the same breakthrough happened for structured data?We’ll examine where current models fall short, where they show promise, and what it would take to build an LLM that understands not just words, but the systems, schemas, and semantics of enterprise data.

Currently a Metaplane or Monte Carlo user?

Switch to Secoda and get those exact same features for free. Get everything you love now, and your budget back.

Meet us at Snowflake Summit

Unlock the blueprint for enterprise data governance

Benchmarks and actionable strategies to scale governance frameworks effectively.

Get the report