Data Science in Your Browser
Run real Python data science workflows on financial data — powered by Pyodide. No installation, no sign-up, no data leaves your device.
Revenue Forecasting
Build a machine learning revenue forecast using pandas and scikit-learn. Explore trends, train models, and generate predictions — all in your browser.
Budget vs Actuals
Decompose budget variances with waterfall charts, trend analysis, and materiality scoring. Prioritize which variances to investigate first.
Customer Segmentation
Cluster your customers by behavior using K-Means. Discover natural groupings in revenue, order frequency, and lifetime value.
Churn Prediction
Predict which customers are at risk of churning using classification models. Identify early warning signals in transactional data.
Variance Detection
Analyze budget vs actual variances across cost centers and accounts. Identify significant deviations with heatmaps and waterfall charts.
Pricing Optimization
Find optimal price points using 3D surface analysis. Visualize revenue landscapes and identify the sweet spot for maximum returns.
Inventory Optimization
Calculate optimal reorder points, EOQ, and safety stock levels. Visualize ABC analysis, demand patterns, and projected savings across your catalog.
Want These Insights on Your Real Data?
NSGPT Enterprise runs 40+ financial models autonomously on your live NetSuite data. No Python required.