Henna83

Programs

Banking Data Value & AI Foundations

Make bank data an asset the business can build on.

We help banks turn core, customer, and transaction data into governed foundations for reporting, analytics, and AI — with the controls regulators expect.

The questions we hear

  • How do we get a trusted customer and account view across core and ancillary systems?
  • What data foundation do we need before AI use cases are credible?
  • How do we evidence data lineage and quality to supervisors?

The challenges underneath

Core-bound data

Customer and account data is locked in core platforms such as Fiserv or FIS IBS/HORIZON, with downstream extracts that drift from source. Every new use case re-solves the same access problem.

AI ambition without foundations

AI pilots fail quietly when the underlying data lacks quality rules, lineage, and ownership. Foundations come first; models follow.

What we do here

  • Bank data estate assessment and target architecture
  • Governed data platforms on Microsoft Azure
  • Data quality, lineage, and controls frameworks
  • AI-readiness assessment and use-case enablement

Outcomes we work toward

  • Trusted, reconciled data for regulatory and management reporting
  • A governed platform AI initiatives can stand on
  • Reduced cost and risk from retired point-to-point extracts

Selected evidence

Business case

Servicing operations

Mortgage servicing data modernization

Servicing and banking data had to move from the mainframe to Azure while business and technical teams aligned on the new data foundation.

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Let’s talk about your next transformation priority.