Financial institutions
Banks, banking groups and fintech partners
An embedded intelligence layer that watches a customer’s whole financial life and surfaces problems early — inside the bank’s own app, under the bank’s own brand.
The problem
- A bank sees one slice of a customer’s financial life and has to advise on all of it.
- Financial-wellness spending runs to €200–€600M a year across the sector with weak engagement to show for it.
- Budgeting features churn more than 70% of users within 30 days.
- Fraud and hardship are usually detected after the money has moved.
Use cases
Pre-delinquency warning
Flag a cashflow trajectory heading toward a missed obligation while there is still room to act.
Unexpected charge detection
Catch duplicate payments, silent subscription renewals and anomalous merchants in real time.
Engagement that survives month two
Signals arrive when they matter instead of requiring the customer to open a dashboard.
Where we stand
Full pipeline running on live bank data
ValidatedPSD2 access, cross-bank normalisation, automation-platform orchestration and our MCP workflow run end to end against real accounts — not mock data, not a demo fixture.
Public financial stress check
ValidatedAnyone can upload a bank statement and receive a structured health read-out. It has been live and usable since before this application.
Baltic tier-1 bank
In progressPositive first meeting, follow-up scheduled.
Mastercard Lighthouse
In progressEncouraged to apply; application in progress.
Discuss a bank pilot
Tell us what you are trying to solve and we will tell you honestly whether we can help yet.
Request a pilot