Pre-trained across billions of rows and columns, NEXUS brings learned predictive patterns to your data
NEXUS delivers more accurate predictions without complex modeling workflows
Every enterprise decision starts with a prediction
NEXUS customers generate more accurate predictions from their structured data while dramatically reducing the time and complexity required to build predictive systems
What makes NEXUS different
Pre-trained at scale
Learns predictive patterns from billions of rows and columns - delivering accurate predictions without building or tuning a new model from scratch
From many models to one foundation
Replace fragmented, use-case-specific model building with a common foundation for prediction across the enterprise
Predictions you can explain
Understand what drives individual predictions with prediction-level explanations and feature importance, giving visibility into the factors behind every result
Same Prediction Problem, Different Approaches
Linear Regression
ASSUMPTION-DRIVEN
Makes strong assumptions about data distribution and the relationship between predictors and the outcome, assumptions that may not hold in a given use case
Traditional ML
PROBLEM-SPECIFIC LEARNING
Typically relies more heavily on manual feature engineering, and learns from a random initialization rather than any prior knowledge
NEXUS
PRETRAINED FOUNDATION MODEL
Leverages advanced neural network and attention-based architectures to pre-train on billions of rows, then adapts to your data - including extracting semantic meaning from text features
Built for the way data scientists already work
NEXUS fits into familiar Python workflows with a scikit-learn-style API. Bring your tabular data and target, fit NEXUS to your problem, generate predictions with .predict, and interrogate individual results with explain.
Deploy where your data already lives
The most valuable enterprise data is often the most sensitive. NEXUS can be deployed in the environment that best aligns with your infrastructure, governance, and security requirements.
Managed SaaS
Get started quickly with a fully managed deployment
Customer Cloud
Get started quickly with a fully managed Deploy within your existing cloud environment
Private Infrastructure
Maintain maximum control over data, security, and operations
