Data Product Delivery

We design and deliver scalable, governed, and AI-ready data products that transform raw data into trusted, business-ready insights, enabling faster decisions, higher efficiency, and innovation across the organization.

Harnessing Data Excellence: Raiffeisen Tech’s Approach to Data Product Delivery

In a time when data is essential for making smart choices, Raiffeisen Tech offers strong expertise in developing data solutions. By using the Medallion Architecture, we turn raw data into clear, useful insights, helping clients improve decision-making, boost efficiency, and encourage innovation in their businesses.

What we offer

End-to-End Data Product Delivery

We deliver scalable data products that turn raw data into business-ready insights.

Medallion Architecture on Databricks

We use Medallion Architecture to improve data quality from raw to analytics-ready.

Data Pipelines & Integration

We build robust pipelines connecting multiple sources into a unified platform.

Data Modeling & Analytics Enablement

We create reusable models for BI, analytics, and AI applications.

Governance, Quality & Compliance

We ensure data is reliable, traceable, and compliant.

AI-Ready Data Foundations

We prepare high-quality datasets ready for AI and advanced analytics.

Cloud & Data Platform Management

We manage APEX (Databricks) platforms for scalable and reliable performance.

Business-Driven Data Solutions

We turn business needs into data products that drive growth and efficiency.

Raiffeisen Tech has over 6 years of experience in data development using Databricks and AWS EMR, with 20+ Databricks-certified specialists and 10+ completed data engineering projects across multiple domains. We follow modern architecture principles and implement the Medallion Architecture on APEX (Databricks), organizing data into three layers: Bronze, Silver, and Gold. This approach progressively enhances data structure, quality, and usability, transforming raw data into high-quality, analytics-ready datasets.

KRZYSZTOF STUMPF, HEAD OF IT DELIVERY STREAM

Unlocking Value Through Data Products

Data products offer numerous benefits to organizations by transforming raw data into valuable, accessible, and reusable assets. Key advantages include:

Enhanced Decision-Making and Agility

Pre-packaged, high-quality data speeds up insights and supports better decisions.
Increased Efficiency and Cost Reduction

Reusable, modular data reduces rework and boosts productivity.
Stronger Governance and Trust

Clear ownership and structured frameworks ensure compliance and alignment.
Fostered Innovation and Competitive Advantage

Governed, AI-ready data enables advanced analytics and innovation.

Key Features and Benefits for our Clients

Progressive Data Quality

Data quality incrementally improves from raw ingestion (Bronze) to business-ready formats (Gold).

Single Source of Truth

By leveraging the Databricks Lakehouse platform (built on Delta Lake), all layers reside on a unified platform, breaking data silos and providing a consistent view of data.

Reproducibility and Auditability

The Bronze layer retains the raw data, allowing for full data lineage and the ability to reprocess data through the pipeline at any time.

Scalability and Flexibility

The architecture is designed to handle large volumes of data (batch and streaming) and supports a wide range of workloads, including data engineering, data science, and business analytics.

ACID Transactions & Time Travel

Delta Lake provides crucial features like ACID (Atomicity, Consistency, Isolation, Durability) transactions and time travel, ensuring data reliability and versioning across all layers.

Governance

The layered approach simplifies data governance and access control, as policies can be applied consistently at each stage using tools like Unity Catalog.

Why Raiffeisen Tech

Our projects showcase the full spectrum of Raiffeisen Tech's Data team capabilities.

Data product development

Design, build, and test data products from multiple systems, creating repeatable and reusable solutions.
Data pipeline development

Create and maintain robust data pipelines for data ingestion, processing, and transformation.
Data modeling

Design and implement scalable and durable data models for data-driven applications and business intelligence solutions.
Data quality and reliability

Ensure data is clean, accessible, and reliable for other teams to use, monitoring and optimizing data workflows as needed.
Infrastructure management

Develop and manage data infrastructure and platform APEX, often utilizing cloud platforms and tools.
Problem-solving

Identify and resolve issues in the data lifecycle, from raw data to the final product, and address challenges like data inconsistency or scale.

Our success stories

Transformative Solutions in Action Across the RBI Group

Dynamic FX Pricing

We implemented a behavior-driven FX pricing system that adapts margins based on actual customer behavior, optimizing revenue while remaining client-friendly.

AI-Ready Pricing Solution (APEX)

Built on APEX, the platform is fully AI-ready, enabling advanced pricing models and future machine learning integration.

Flexible Margin Management

Each business unit can configure its own margin strategy based on local market conditions and customer behavior.

Seamless RICE Integration

The solution integrates with RICE-ready environments (RCP), connecting to multiple data sources to deliver accurate, adjusted margins to sales applications.