Two Sides of AI
Different Jobs, Different AI
Prediction starts with tabular data
AI’s biggest breakthroughs have focused on language and images. But much of the world’s most consequential data lives in tables. Customers. Transactions. Prices. Inventory. Sensors. Claims. Contracts. Production. Demand.
It lives across CRMs, ERPs, databases, warehouses and operational systems - organized into rows and columns
It’s the data behind what happens next
Different jobs need different AI
LLMs can read tables. That doesn't mean they're built to predict from them.
As the number of features increased, LLM prediction performance declined - while traditional predictive methods remained stable or improved
Prediction doesn't have to start from zero
A new foundation for enterprise prediction. Instead of building and maintaining a separate model for every problem, one pre-trained foundation powers prediction across the enterprise.
Your Data
Feature Engineering
Model Selection
Hyperparameter Tuning
Predict
NEXUS
A pre trained tabular model that adapts to new datasets without rebuilding the entire pipeline
Like Large Language Models transformed how organizations work with text, NEXUS is designed to learn predictive patterns from structured enterprise data at enterprise scale
