Predict More, Train Less: Instant Predictions on Enterprise Data with Tabular AI

​Enterprise data stored in rows and columns, also known as tabular data, powers most real-world ML applications in Commerce and beyond, supporting key use cases such as sales forecasting, product recommendations, catalog optimization, and more.

​Yet, ML pipelines remain surprisingly manual and inefficient, relying on slow, hand-engineered steps to train models for every use case.

​What if enterprises could bypass these bottlenecks and generate instant, accurate predictions straight from their raw data?

​In this live session, we’ll show how NICL, the novel Tabular Foundation Model developed by Neuralk-AI is making this possible, completely transforming the way enterprises extract insights from their tabular data.

​Pretrained on over 150 million synthetic datasets, NICL is able to deliver zero-shot predictions directly from raw tables, with no additional model training required.

​In this webinar, we will guide you through a real example of how a team can use the Neuralk API powered by NICL to turn messy enterprise data into accurate predictions in seconds. You’ll also learn:

• ​Why traditional ML pipelines fall short on real-world tabular data

• ​How NICL delivers 2× better performance than LLMs on tabular data, and why leveraging structure matters

• ​What zero-shot prediction looks like in practice for key enterprise use cases such as product classification, attribute enrichment, and more

​Whether you're a data scientist, ML engineer, or business leader, this session will show you how the Neuralk API can help you get from raw data to business value in a matter of seconds.

​👉 Reserve your spot today

​📝 Discover more about Tabular AI and its power through our latest articles:

• ​TabBench: Benchmarking Tabular ML Models for Enterprise Tasks: Explore TabBench, Neuralk-AI’s open-source benchmark designed to evaluate tabular ML models on real-world industry challenges, starting with commerce-focused use cases.

• ​An Introduction to Tabular AI: Learn how Tabular AI delivers instant predictions with minimal manual effort, outperforming classical ML approaches.

• ​Why LLMs Struggle with Enterprise Data — and How Tabular AI Fixes It: Understand why large language models face challenges with complex enterprise data and how Tabular AI offers a powerful alternative when it matters most.

​💥 About Neuralk-AI:
Neuralk-AI is a deeptech startup based at Station F in Paris (Future 40) developing AI agents powered by the first Tabular Foundation Model for Commerce.

Learn more here: https://neuralk-ai.com/