Data Enrichment API
Truly understand where the money is going by turning transaction data into insights using our AI powered categorisation and enrichment.
Categorisation as a Service
Transaction data holds the key to better lending decisions, and can provide insights so that customers can get ahead. But raw transaction can be challenging to use, as it lacks structure and descriptions are hard to decipher.
The solution? Frollo Categorisation as a Service. Just send your transactions to our Data Enrichment API and get them back within seconds, enriched and categorised.
Market leading accuracy
A 98% match rate and 95% categorisation accuracy so you can confidently build your products using our AI
Multi data source solution
Use Open Banking data, screen scraping, direct API’s or all of the above, with consistent performance across all data sources.
Flexible and granular
Our tiered categorisation structure allows you to roll up granular categories to suit your business needs
Continuously learning
Our AI powered models are continuously learning and improving based on new data. They keep getting better.
Key Features
Transaction categorisation
Add context to transactions by grouping them into meaningful categories.
Bill detection
Automatically detect regular transactions like rent, utilities and subscriptions.
Customisation
Control the categories and icons you want to use, and customise branding.
Merchant classification
Identify merchants and enrich them with relevant information.
Identify income and expenses
Automatically classify salary payments as income and group expenses into ‘living’ and ‘lifestyle’.
Use Cases
Financial account information can be a powerful source of insights into customer needs and behaviour, and it can help improve the customer journey and drive more meaningful interactions.
Some of the most popular use cases are listed below:
Make better credit decisions, reduce risk and defaults based on an accurate understanding of your customers’ Income & Expenses.
Show your customers where their money is going, give them personalised insights and allow them to set goals & budgets.
Actionable insights
Provide your customers with smart and actionable insights based on their financial situation.
Are you ready to give our Data Enrichment API a try? Download our product sheet or get in touch to get started.
Benchmarking our transaction categorisation
We’re always working to improve our Data Enrichment engine, tweaking the rules, expanding our merchant lists, providing feedback on our Machine Learning algorithms and much more.
As part of this process we also look at our competitors and benchmark our performance. And we’re proud to say we’re doing quite well.
Want to see for yourself how our categorisation stacks up? Get in touch to arrange a demo (or download our app to get a taste)
Each of the categorisation solutions by major providers in the market has been tested by linking a bank account and categorising +/- 150 transactions.
The accuracy % is based on the total number of transactions, ‘uncategorised’ transactions count as ‘wrong’.
Data Enrichment API product sheet
Case studies
We’re helping neobanks, traditional banks, Fintechs, lenders and employers get ahead of the competition with our B2B and Open Banking solutions. Here are some examples of partners and the challenges we’ve helped them with.
Frollo B2C
Challenge
We’re on a quest to help people feel good about money. Help them reduce their debt, increase their savings and reduce their financial stress.
Solution
- Over 120,000 users
- $460 debt reduction in 6 months
- $1,100 savings increase in 3 months
- Real time data using Open Banking
- AI powered smart insights
Volt Labs
Challenge
Volt Bank was waiting for APRA approval to launch core banking products and didn’t yet have an app in market. They wanted to engage the community of early adopters signed up as beta customers and start building products based on learnings from users.
Solution
By launching a ‘labs app’ with Frollo, the neobank was able to start more meaningful co-creation conversations and product testing with their beta customers and pre-seed their new account opening pipeline with a deeper level of customer data.
- Aggregation
- Data Enrichment
- Surveys
- Reporting
- Marketplace
Volt Bank
Challenge
After launching their savings account, Volt Bank was looking to launch a feature inside the Volt Bank app to help their customers develop a saving habit.
Solution
Result
Volt Bank was able to quickly launch their goals feature, using the Frollo SDK to integrate in their app.
- Goals
- User authentication
- Data enrichment
- Rapid deployment
- Cost efficient
Speckle
Providing financial wellbeing tools to their customers using a Frollo white label app.
Challenge
Speckle is an Australian not-for-profit, providing small loans for life’s expenses. They were looking for a way to help their customers better understand their finances and pay down their debts.
Solution
The Frollo lending whitelabel app gives Speckles’ customers the full picture of their finances, by integrating with their loan management system as well as aggregating other accounts and loans their customers have.
The personalised ‘debt journey’ helps their customers on their way to pay down debt and turn around their finances.
- Lending white label
- Personalised debt journey
- Loan management integration
- Customer authentication
- Cost efficient
Home Loan Ready
Challenge
An Australian Tier 1 lender wanted to help its customers feel more confident about being able to afford potential mortgage repayments, while at the same time acquire additional data to support their lending decisions.
Solution
The Home Loan Ready app challenges users to prove that they will make future repayments should they take on a new or increased home loan. The app enables users to set the size of future home loan payments, Frollo then tracks their goal payments and the user’s comfort-level with that commitment.
The lender was able to use this data for insights into share of wallet, potential loan size, savings and timing for loan offers.
- Goals & Challenges
- Customer acquisition
- Aggregation
- Data enrichment
- Smart Insights
- Home loan jouarney
Virgin Money Australia
Using Frollo PFM APIs to power their digital bank app.
Challenge
Virgin Money was launching a new digital bank in 2021 and was looking to differentiate by integrating innovative digital money management and financial wellbeing features in their app.
All of this within a compressed time frame.
Solution
- Out of the box PFM solution
- Fully customisable
- High availability and scalability SaaS platform
- Highly skilled development and support resources
- Rapid deployment
Latest news from Frollo
Who we are
Frollo is a purpose-driven Australian FinTech on a quest to help people feel good about money. We’ve built the simplest way to help people get their finances on track – and through our business ecosystem, we’re supporting our enterprise clients to do the same for their customers.
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