From basic charts to complex apps, all great personal finance tools start with quality data

A foundation of quality data

From basic charts to complex apps, all great PFM tools start with quality data. And quality data starts with gini.
‍
Without context, your transaction data is meaningless. The additional data points surrounding each transaction are necessary to provide the rich features users expect.

Powered by machine learning, gini’s enrichment engine does the heavy lifting for you, delivering a foundation of pre-processed, enriched data in real time, making it possible to launch your PFM tools in months, not years.

Better features

Enriched transaction data gives you a lot more to work with and makes it easier to build richer features that set your PFM tools apart from the rest.

Replace confusing transaction codes with recognisable merchant names and logos for at-a-glance understanding

Beautiful transaction feeds for at-a-glance understanding

Analyse spending by merchant and category with gini's transaction enrichment service

In-depth spending analysis by merchant and category

Get notified of upcoming expenses based on your spending history with enriched data from gini

Upcoming payment notifications based on recurring expenses

Empower your users with the clarity they need to achieve their financial goals

Smart saving goal trackers

Accurate “left to spend” calculations, incorporating future expenses

Personalised nudges and notifications

Help your users stay on track and make better financial decisions

Better categories

From years of operating and refining one of the top personal finance apps in Asia, we’ve developed highly accurate, user-approved categories tailored to the Hong Kong market.