Case studies

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A Unified Lakehouse for Demand Forecasting

Client: A pan-European grocery retail group
IDS built a lakehouse on Google Cloud — BigQuery as the analytical core, Dataflow for streaming and batch ingestion pipelines from POS, e-commerce, and supply chain systems — giving every division the same underlying demand signal for the first time.

Legacy Oracle DWH to Cloud-Native Lakehouse

Client: A mid-size commercial bank
IDS designed a cloud-native lakehouse on Azure — Synapse for the warehouse layer, Data Factory for orchestration, Databricks for the transformation logic previously buried in PL/SQL — replacing monolithic batch jobs with modular, testable pipelines.

Metadata & MDM Ahead of a Compliance Audit

Client: A national telecom operator
IDS deployed IBM IGC for the enterprise metadata catalog and Informatica MDM for the subscriber golden record, backed by a standardized data modelling approach so new systems would inherit governance rules automatically rather than requiring rework each time.

Governance Foundations Before a Core Migration

Client: A Tier-1 CEE retail & corporate bank
IDS was introduced through the bank’s existing Data Platform & Engineering vendor shortlist, specifically for governance-first migration experience in regulated environments.

Millions of Records a Day: Standardizing a Bank’s Data Warehouse at Scale

Client: Leading Romanian Retail Bank
IDS Consulting was brought in to develop, extend, and standardize the bank’s Data Warehouse — designing new data flows and raising the quality and consistency of the information feeding core business processes, while laying groundwork for the bank’s future cloud platform.

100+ Initiatives, Zero Disruption: Real-Time CreditLimit Sync in a Live Data Warehouse

Client: Leading Financial Services Group
IDS took on Project Manager, Business Analyst, and developer roles embedded directly in the client’s Group-driven change process, becoming the team trusted to translate incoming business and regulatory requirements into safe, tested changes to the platform.

FROM LEGACY TO MODERN: How a Leading European Bank Modernized Its Data Platform with Databricks

Client: One of Europe’s established financial institutions
IDS Consulting embedded a dedicated team of senior data engineers directly into the bank’s department, working alongside internal teams as a seamless extension of their workforce.

From Friction to Trust: Integrating PI Lending into a Legacy DWH Architecture

Client: Leading Romanian Retail Bank
IDS Consulting was engaged to lead the full integration: data model correlation, DWH impact assessment, specification writing, and delivery coordination.

100+ Reports, Zero Errors: Integrating a New Application into a Complex DWH

Client: Leading Romanian Retail Bank
IDS Consulting was engaged to lead the full impact assessment and redesign — mapping which of the 100+ DWH objects and reports needed to change, and how.

Paying Customers Faster: Automating Bonus Eligibility for a Major Retail Bank

Client: Leading Romanian Retail Bank
IDS Consulting was brought in to redesign the entire eligibility flow from enrollment trigger to accounting system — not to patch the existing process, but to replace it.

From Silos to Scale: How Europe’s Largest Retail Cooperative Built a Unified Data Platform on Snowflake

Client: Europe’s Largest Retail Cooperative
IDS Consulting was brought in to do what the business had not yet been able to do on its own: design and deliver a modern data platform that matched the scale and ambition of the organization.

Building Tomorrow’s Data Foundation: How a Microfinance Institution Left Legacy Systems Behind

Client: Leading Microfinance Institution
IDS Consulting was engaged to design and build the new Data Warehouse end-to-end — from ingestion layer to reporting.