Categorization
96.4% acc
Forecast MAE
4.1%
Banks
180+ via PSD2
Rating
4.8 / 5
Overview
A consumer fintech app for budgeting, cashflow forecasting and personalized insights. Open-banking integrations stream transactions into an ML categorization pipeline, while a forecasting model predicts month-ahead cashflow with calibrated confidence intervals.
Key features
- PSD2 / open-banking data ingestion
- ML transaction categorization with active learning
- Calibrated cashflow forecasting
- Goal-based budgeting and savings nudges
- End-to-end encryption of sensitive data
