Lunch & Learn: What comes after LLMs? LTMs — The Next Frontier of Enterprise AI [May 5th & May 6th]

​Beyond Text: The Rise of Large Tabular Models

​While Large Language Models have redefined how we interact with unstructured data, the vast majority of enterprise data is structured — in millions of rows and columns of tabular data. Trillions of dollars of value remains locked in these datasets. Traditional LLMs struggle with complex schemas, quantitative relationships, and high-cardinality enterprise datasets. Large Tabular Models (LTMs) are emerging as a new, specialized class of model designed to bridge this gap.

​Join us for a Lunch and Learn during the GOSIM conference to learn more about why enterprises are shifting toward LTMs.

​
Featured Guest: Alexandre Gerbeaux

​We are joined by Alexandre Gerbeaux, Head of Applied AI at Fundamental. Alexandre brings deep experience from leadership roles at Mistral AI and DataRobot, where he led AI teams across APAC in finance, insurance, and healthcare.

​Alexandre will talk about “The Left Brain of AI,” and discuss why LTMs represent a critical shift for data science and how these models are being deployed to solve real-world technical challenges that LLMs cannot address alone.

​Technical Discussion Topics

• ​Architectural Limits: Why LLMs hit performance ceilings with structured enterprise data

• ​LTM Fundamentals: How tabular foundation models differ in training and inference

• ​The New Stack: What the infrastructure for LTM-driven systems looks like in production

• ​Industry Impact: Real-world use cases in high-stakes sectors like oil and gas, finance and manufacturing
  

​Who should attend:
AI Engineers, Applied ML Engineers, Forward Deployed Engineers, Data Engineers, and technical builders working on solving complex challenges with real-world AI systems.


About Fundamental
Fundamental gives enterprises the Power to Predict. Built by DeepMind alumni, NEXUS is Fundamental’s most powerful Large Tabular Model, purpose-built for the structured data that drives enterprise decisions.

Co-hosted with the GOSIM conference
The Lunch and Learn takes place during the GOSIM conference at Station F. To access the event location, please also get your free GOSIM ticket with the promo Code: FUNDAMENTAL

Stay around and checkout other tracks and workshops later in the day.