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SME Banking Data Warehouse & Dashboard

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  • SME in a Box EDW Dashboard

Project
Information

  • Client

    Al Rajhi Bank

  • Category

    Enterprise Data Warehouse & Dashboard Integration

  • Date

    2024

  • Location

    Riyadh, Saudi Arabia

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Smart Way Technology supported the SME in a Box EDW Dashboard engagement for Al Rajhi Bank with specialist integration and data-engineering capability.

The documented project combined enterprise data warehouse and dashboard work, requiring coordinated support across data integration and technical delivery activities.

Challenges

Enterprise dashboard initiatives rely on dependable integration and a coordinated data foundation. The engagement required specialist support across data-engineering and integration activities in a banking environment.

The Solution

Smart Way Technology provided documented integration-management and data-engineering expertise to support the SME in a Box EDW Dashboard engagement. The support was aligned with the project’s enterprise data warehouse and dashboard-integration requirements.

What an SME Portfolio Warehouse Has to Answer

An SME banking portfolio is difficult to see clearly because the picture is assembled from systems that were never designed to agree with each other — origination, limits, collateral, transactions and collections each hold part of the customer. A dashboard on top of that is only as good as the warehouse underneath it, which is why the integration work carries more weight than the visualisation layer on engagements of this shape.

Where the Engineering Effort Goes

  • Integration management — coordinating the flows from the source systems that feed the warehouse, and the sequence in which they land.
  • Data engineering — the models and pipelines that turn transactional records into a consistent portfolio view.
  • Dashboard integration — connecting the presentation layer to the warehouse so that a figure on screen has a traceable definition behind it.
  • Delivery coordination — working inside an existing bank environment, alongside teams who own the source systems.

What Mattered on This Engagement

Enterprise dashboard programmes fail on the data foundation far more often than on the front end. A single definition of an SME customer, applied consistently across the systems that feed the warehouse, is what makes a portfolio dashboard trustworthy enough to act on. Where that definition is left implicit, every stakeholder reconciles the numbers privately and the dashboard becomes a starting point for argument rather than a decision tool.

Capabilities Used

Related Work

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