Revolut case study
Fintech

Revolut

How Revolut Built Self-Sustaining Regulatory Infrastructure to Secure Their UK Banking Licence

1,500+
Automated Reports
100%
Compliance Coverage
17 Months
Programme Delivery

The Situation

What the client was facing

In 2021, Revolut was scaling rapidly toward 20M+ customers across Europe. To unlock institutional banking capabilities and meet UK regulatory expectations, they needed a full banking licence.

The challenge? Integrating Axiom - their new regulatory reporting system - into an already sophisticated data ecosystem. Working alongside multiple consultancies, Trend Labs needed to deliver a solution that would require minimal ongoing maintenance, allowing Revolut's team to stay focused on aggressive growth while remaining compliant.

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Complex integration of Axiom into existing data infrastructure

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Need for self-sustaining solution with minimal operational overhead

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Critical regulatory deadlines that couldn't be missed

The Approach

How we delivered the solution

Trend Labs integrated Axiom into Revolut's data ecosystem, building the complete infrastructure for capital, liquidity, and FINREP regulatory reporting - designed to run with minimal ongoing intervention.

Our approach focused on building self-sustaining, production-grade infrastructure:

End-to-End Data Infrastructure

Built dimensional models, data pipelines, orchestration, and delivery mechanisms for weekly regulatory submissions

Comprehensive Quality Framework

Implemented automated validation, quality checks, and testing to ensure data accuracy and regulatory compliance

Audit Trail & Version Control

Delivered immutable logs and version control for every submission

Low-Maintenance Architecture

Designed self-healing pipelines and automated monitoring to minimisa operational burden on Revolut's team

Knowledge Transfer & Enablement

Embedded with Revolut's engineering teams to ensure full ownership and capability to extend the platform

Project Timeline

17 months total delivery

1
Discovery & Design
Months 1-2

Requirements gathering, architecture design, and infrastructure planning

2
Core Infrastructure
Months 3-8

Data pipelines, storage solutions, and quality frameworks

3
Report Development
Months 9-14

Building 1,500+ automated reports with audit trails

4
Testing & Deployment
Months 15-17

Performance optimisation, quality assurance, and production deployment

The Transformation

From manual chaos to automated confidence

Within 17 months, Revolut's regulatory reporting infrastructure went from non-existent to best-in-class.

Business Impact

  • Full UK banking licence approval secured on schedule
  • £2.3M+ avoided in compliance penalties and manual overhead
  • Scalable platform now supporting Revolut's expansion into 8 additional markets

Operational Impact

  • Engineering teams freed to focus on growth initiatives while maintaining full compliance
  • 99.9% report accuracy eliminating regulatory risk from data quality issues
  • Weekly automated submissions running reliably with built-in monitoring and alerts

Technical Impact

  • Self-sustaining architecture requiring minimal operational intervention
  • Scalable cloud-native infrastructure built for long-term maintainability
  • Complete knowledge transfer enabling Revolut's team to own and extend the platform

Technology Stack

Modern, production-grade tools delivering enterprise reliability

Data Processing

Apache AirflowdbtPythonSQL

Data Storage

BigQuery

Infrastructure

DockerTeamCity CI/CD

Quality & Testing

pytestCustom validation frameworks

Reporting & Delivery

Custom APIsSFTPEncrypted CSVs

Ready to Build Compliance Infrastructure That Scales?

If you're navigating complex regulatory requirements - whether for licensing, expansion, or operational efficiency - Trend Labs can design a solution tailored to your timelines and risk profile.

Build My Pilot

We'll build a small, working example using your data requirements-delivered in 15–30 business days. No cost, no commitment.