Fundamental

Founded by Jeremy Fraenkel in 2026

Predict business outcomes and forecast trends using large tabular machine learning models

Pricing model

Demo

Rating

★ People love it

Time to value

Quick Setup (< 1 hour)

You can use Fundamental NEXUS to generate accurate predictions and forecasts directly from your structured tabular data. Pre-trained on billions of data points, the model detects complex relationships across rows and columns to forecast metrics like customer churn, credit default risk, energy demand, and asset valuations. You can deploy it securely within your private cloud or Amazon Web Services environment. The system allows enterprise data teams to replace manual analytical methods and move beyond traditional language models to support critical operational planning and financial forecasting.

What Fundamental does

Train predictive models on structured enterprise spreadsheetsDeploy tabular AI models into private cloud environmentsForecast time-series demand for utilities and resourcesScore credit applications to assess default probabilityConnect enterprise databases through Amazon SageMakerGenerate accurate churn risk scores for customer accountsPre-trained foundation model built specifically for tabular dataCalculates credit risk and borrower default probabilityForecasts energy demand and pricing fluctuationsPredicts customer churn across subscription servicesRuns within private clouds and Virtual Private CloudsDirect integration with Amazon SageMaker environmentsComplies with SOC 2 and ISO 27001 enterprise security standards