Banking

Banking Data Consulting | Novon

Data That Meets the Compliance Bar Regulators and Real Customers Expect

Banking has some of the most complex data requirements in the country. Risk data aggregation, regulatory reporting, fraud detection and customer data integration all sit on infrastructure that was never built to handle the volumes or the scrutiny they now face.

Novon works with Australian banks to modernise the data foundation underneath these obligations. We understand APRA, CPS 230, CPS 234 and the CDR in detail because our senior consultants have delivered against them inside tier one and mid-market banks.

WHERE WE HELP

Data Capability Built for Banking

We focus on the areas where data quality, lineage and integration have the biggest impact on risk, compliance and customer experience. No generic playbooks. Just practical delivery grounded in sector reality.

APRA and CDR Reporting

Clean, traceable data pipelines that meet APRA reporting standards and Consumer Data Right obligations without the last-minute scramble every quarter.

Risk Data Aggregation

BCBS 239 aligned data practices that give risk teams a single version of the truth across credit, market and operational risk.

Fraud and Financial Crime

Integrated data platforms that feed fraud analytics, AML monitoring and sanctions screening with the latency those functions actually need.

Customer Data Integration

A unified customer view across core banking, cards, lending and digital channels so personalisation and servicing are built on trusted data.

Core Banking Modernisation

Data migration and integration work that keeps the business running while legacy core systems are replaced or decoupled.

AI and Credit Decisioning

The data infrastructure, governance and explainability needed to move AI and advanced analytics into credit, servicing and risk.

Case Studies

Read our case studies on how we've worked with other organisations in Banking

Financial Services

Data and Integration Architecture Review

A leading New Zealand banking organisation

De-risking the data and integration architecture for a major business banking transformation programme.

Financial Services

Integration Architecture and Design Patterns

A leading New Zealand banking organisation

Moving from recommended principles into a working integration design that supports batch and real-time data across the bank.

Financial Services

Core Banking General Ledger Migration

A leading Australian financial services organisation

Rescuing a critical data migration stream on a General Ledger replacement programme at enterprise scale.

Financial Services

Data Maturity and Governance Uplift

A leading Australian financial services organisation

Turning machine data into a decision support asset and building the governance foundation to sustain it.

Financial Services

Real-Time Integration Strategy

A leading Australian financial services organisation

Building the integration foundation for an ambitious retail banking programme and handing the operating capability back to the internal team.

Financial Services

Data and Analytics Platform Modernisation

A leading Australian financial services organisation

Migrating business-critical analytics platforms from on-premise to cloud and rebuilding the operating model underneath.

See all of our case studies

Explore the full library of Novon case studies across every sector we support.

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Working on a banking data problem?

Our senior consultants have delivered across the major banks and mid-market lenders. We bring that experience to every engagement.