Industries

Transform financial decisions with TabPFN

From treasury forecasting to credit modelling, 
TabPFN handles any new prediction task in seconds.

Finance can't wait — markets move faster than ML pipelines

TabPFN delivers state-of-the-art predictions instantly to support decisions fit for financial markets. Get insitutional grade results that boost margins and comply with regulatory requirements.

SOTA for time-series forecasting

Combine several data sources with your time-series and get SOTA market & product forecasting results with TabPFN

Regulatory-compliant and explainable

Meet compliance requirements with transparent, auditable predictions that regulators trust

One model for all use-cases

Replace dozens of specialized models with one foundation model that handles any financial prediction task

In-Context Learning

Get research-grade results immediately — no data prep, no model selection, no long training runs & no retraining needed

High impact use cases

Credit Risk: Consumer Lending

This dataset contains 9,578 loan records with borrower credit profiles, FICO scores, debt-to-income ratios, loan purpose, and payment history. The goal: predict whether borrowers will repay their loans in full or default.

TabPFN achieves 99% ROC-AUC without any tuning, significantly outperforming CatBoost (93%), Random Forest (88%), LightGBM (84%), and XGBoost (71%).

Underwriting teams approve loans with higher confidence and increase approval rates within the same risk thresholds. Data scientists deploy models without retraining for several loan products and market segments.

Cross-Sell Optimization: Banking

This dataset contains 5,000 bank customers with demographics, account relationships, and loan product holdings. The goal: predict which customers will accept personal loan offers in a cross-sell campaign.

TabPFN achieves 97% ROC-AUC without tuning, significantly outperforming CatBoost (91%), LightGBM (90%), XGBoost (88%), and Random Forest (86%).

Marketing teams increase conversion rates by focusing on high-propensity customers and reduce wasted outreach on unlikely prospects. Models adapt instantly to new customer cohorts or product variations without rebuilding pipelines.

arrow left
arrow right
arrow leftarrow right

Ready to transform
your workflow?