Data Modernization on Azure Consulting Services

Modernize Your Data & Migrate Workloads to Azure

With Azure Databricks, Microsoft Fabric, and Cloud-native Databases
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Client Case Studies

Successful Data Modernization Projects

4B+ Records & 3.2M Credit Accounts Migrated with Near-Perfect Accuracy

Delivered a 13-month migration project, moving 4+ billion records and 3.2 million credit accounts across 9 source and 4 target systems. We achieved exceptional data integrity with only 14 rejected records (expected) and full real-time reconciliation across 650+ reports.

Global Power BI Reporting Platform for 177 Factories Across 45+ Countries

Migrated on-prem data to an Azure-based data warehouse. Created a Power BI solution enabling top execs to analyze costs & profits including materials, waste, and logistics. Implemented fine-grained access controls and delivered role- and location-specific reports across 177 factories.

Data Warehouse for Regulatory & Operational Reporting Across 20+ Systems

Built a data warehouse which consolidates data from 20+ systems including two core banking platforms for accurate regulatory & operational reporting. The engine streamlines ETL, validation, and BASEL II compliance, supporting both daily operations and long-term MIS strategy.

Time-to-Insight Reduced from 1 Week to Under 1 Day for 100+ Users

Built a scalable Azure-based BI solution for Hochland, replacing Excel with Power BI and Azure Analysis Services. By integrating 26 data sources into a unified model, we reduced time-to-insight from 1 week to hours, advancing decision-making across sales, planning, and operations.

Unified BI Platform Across 11 Countries Powers Sales & Financial Insights

Modernized Danone's analytics, consolidating data from SAP, Navision, and external sources into an Azure-based BI platform. Spanning four product lines and 11 countries, the solution improved sales planning, inventory, and margin analysis, supporting short and long-term decisions.

Migrated 44,000 Card Accounts and 100m+ Transaction Records in a Single Weekend

BNP Paribas consolidated systems ahead of a major merger by migrating 44,000 card accounts. We executed two dress rehearsals and delivered a migration with 900+ data mappings and 170 reconciliation rules in a weekend.

Automated Market Data Integration Saves Days of Manual Work Monthly

Built a centralized BI platform, consolidating Nielsen data and internal Sell-In data into a unified reporting layer. The solution eliminated manual file consolidation - enabling faster insights, improved marketing responsiveness, and self-service reporting across markets.

Self-Service BI Platform Deployed Across 10 Countries During ERP Rollout

Delivered a modern Azure-based BI solution alongside their Microsoft Dynamics ERP rollout. The self-service platform enables mobile, ad-hoc reporting across sales, finance, and manufacturing, allowing in-depth margin analysis and full visibility into product performance from factory to customer.

Streamlined Global Sales Reporting For 30+ Entities & Multiple Currencies

Delivered a centralized Azure-based reporting platform, consolidating data from diverse ERP systems across 30+ entities. Using Data Factory, Data Lake, and Power BI, the solution provides multicurrency reporting, budget-actual-variance calculations, data consolidation, and real-time sales insights across global operations.

Competitor Price Intelligence Platform Built on Azure Data Lake

Developed a web scraping and analytics solution, capturing competitor pricing data across 60+ B2B and B2C websites. Built on Azure Data Lake and SQL, it enables real-time price monitoring, centralized analysis, and self-service reporting to support agile pricing strategy decisions.

Modern Azure-Based BI Platform Serving 200+ Sales, eCommerce & Logistics Users

Built a scalable, centralized data & BI platform on Azure, covering eCommerce, logistics, and sales. With Azure-hosted SQL, Power BI, and Analysis Services, it enables self-service dashboards, master data unification, and real-time access to business-critical insights for 200+ users.

Global Sales & Merchandising Platform for 3,000+ Users Across 50+ Markets

Delivered a scalable, automated analytics solution for a global FMCG company, integrating sales & merchandising data across global teams. With Power BI dashboards and predictive data quality tools, the solution empowers 3,000+ users with informed decisions in 50+ markets.

Clickstream Analytics at Petabyte Scale for 9M+ Retail Customers

Built a clickstream analytics platform for CRM and risk modeling across digital channels. With 1PB+ of behavioral data, 900+ predictive triggers, and integrations with external sources, the solution improves loan targeting, boosts campaign conversion, and sets the foundation for real-time engagement.

Advanced Analytics Discovery for Credit Risk, Retention & CLV Optimization

Through exploratory analysis and predictive modeling of contract and customer data, we delivered actionable recommendations across credit risk, churn prevention, and customer lifetime value, laying the base for data-driven decision-making and long-term analytics initiatives.

Scalable RFID Data Lake Processes 3M+ Events Daily For Stores & Warehouses

Developed a real-time RFID data integration platform for LPP, capturing over 3 million daily events across warehouses, showrooms, and stores. Built on Azure Data Lake and Power BI, it delivers live alerts on product exposure and enables granular movement tracking, supporting loss prevention & inventory optimization.

Unified Azure Analytics Platform for Structured, Unstructured & IoT Data

Built an advanced analytics platform, automating deployments across Azure Data Lake, Databricks, Cosmos DB, and Event Hubs. It enables departments to ingest & analyze diverse data types - from IoT streams to business systems within a unified cloud-native environment.
Services

End-to-End Data Modernization Consulting Services on Azure

We help enterprises migrate, modernize, and optimize data infrastructure on Azure to enable real-time analytics, AI integration, and cloud-scale performance.

Legacy Data Platform Modernization – Cut Query Latency by up to 70%

We modernize monolithic on-prem legacy databases and data warehouses by migrating to Azure-native services like Azure SQL, PostgreSQL, Cosmos DB, Databricks, or Microsoft Fabric, depending on performance, compliance, and global access requirements.

This shift reduces query latency, eliminates licensing complexity, and improves reliability, availability, and resilience while reducing operational overhead.

Cloud Lakehouse Architecture – Centralize at Scale with Azure Data Lake Gen2 & OneLake

We design and implement scalable enterprise data lakehouses on Azure Data Lake Storage Gen2 and OneLake, centralizing fragmented structured, semi-structured, and unstructured data assets from ERP, CRM, IoT, and external sources.

This enables consistent, secure, and performant access to raw and curated data for advanced analytics, regulatory reporting, or AI training pipelines across your enterprise.

Real-Time Analytics Enablement – 3x Faster Insights with Azure Synapse Analytics & Fabric

Enable real-time operational dashboards, predictive analytics, and AI-powered reporting with Azure Synapse Analytics, Microsoft Fabric, and Power BI.

We help you reduce report generation times and enable business users to access insights on demand—whether it's factory-level KPIs in manufacturing, store-level sales trends in retail, or customer transaction trends in BFSI.

Accelerate ML Pipelines & Adoption with Databricks Implementation & Optimization

We implement and optimize Azure Databricks environments for big data processing, machine learning model training, and AI deployment - improving data engineering speed, model training, and pipeline reliability.

This includes CI/CD for ML, workspace governance with Unity Catalog, and integration with Fabric, Azure Databricks, Azure OpenAI, Synapse Analytics, and OneLake/Data Lake.

Automate Data Pipelines to Reduce Manual Work

Orchestrate, transform, and automate ETL/ELT pipelines using Azure Data Factory and Event-Driven Architectures, reducing reliance on manual data wrangling and improving data freshness for analytics and AI use cases.

For example, automatically ingesting and transforming POS, inventory, or sensor data for near real-time visibility.

Microsoft Purview for Data Governance & Compliance

Implement enterprise-wide data governance with Microsoft Purview, enabling data discovery, classification, lineage, and access control to support compliance and secure data usage.

This is critical for regulated industries and organizations operating across multiple geographies. We help you enforce consistent policies for PII, GDPR, and internal controls while improving data transparency for business users and customers.

Optimize Costs - Cut Data Platform Costs by up to 30%

Reduce total cost of ownership across your Azure data ecosystem by right-sizing storage, optimizing compute usage, and automating scaling policies.

We apply FinOps principles across services like Data Lake, Fabric, Synapse Analytics, Databricks, and Cosmos DB, helping data leaders maintain performance while controlling spend—especially in high-volume environments like supply chains, retail analytics, or sensor-heavy operations.

About Us

ITMAGINATION in Numbers

16+
Years on the Market
550+
Successful Projects
5+ Years
Average Client Tenure
90th
Percentile NPS
400+
People On Board
4.7+
Glassdoor Rating
Tech Stack

Cloud-Optimized Modernization for Microsoft Azure

Microsoft Fabric

Unify your data, analytics, and business intelligence under one SaaS-based platform.
  • End-to-End Analytics: Bring together data engineering, warehousing, and reporting with Power BI, and Data Factory - all in one interface.
  • Real-Time Business Intelligence: Deliver live dashboards for operations, finance, and commercial teams using Power BI and OneLake.
  • AI-Ready Architecture: Seamlessly integrate with Azure OpenAI and Copilot capabilities for contextual insights across your enterprise.

Azure Databricks

Accelerate ETL/ELT, AI, and ML workflows across structured and unstructured datasets.
  • Data Engineering: Process large volumes of data efficiently for downstream analytics and AI workloads.
  • Governed Collaboration: Enable secure, cross-functional collaboration between data scientists, engineers, and business analysts.
  • ML at Scale: Develop and deploy forecasting, classification, and recommendation models with Spark and MLflow.

Synapse Analytics

Power your enterprise data warehouse with an Azure-native unified analytics platform.
  • Hybrid Data Warehouse: Query relational and big data with SQL or Spark using serverless and provisioned compute.
  • Integrated Workflows: Connect Synapse with Data Lake, Microsoft Purview, Power BI, and external systems for seamless analytics.
  • Real-Time & Historical Analytics: Support everything from financial reporting to production dashboards in one platform.
Our Approach

A Proven Framework for Data Modernization on Azure

We take a structured, value-focused approach to modernizing your data estate - ensuring it’s AI-ready, secure, and built for scale across your organization.

Assess & Align to Business Objectives

We start by auditing your data landscape, identifying pain points, and aligning your modernization roadmap to strategic business and AI initiatives.

Consolidate & Migrate Workloads to Azure

We centralize fragmented data sources and migrate them to Azure-native services such as Azure SQL, Azure Data Lake, and Cosmos DB—enabling cost-efficient, secure, and scalable infrastructure.

Modernize Architecture for Real-Time & AI

Refactor legacy pipelines and storage into cloud-native architectures using tools like Microsoft Fabric, Databricks, and Synapse Analytics—ready for real-time analytics and machine learning workloads.

Automate Data Pipelines & Governance

Implement Azure Data Factory, Microsoft Purview, and Azure DevOps for data to orchestrate pipelines, ensure data quality, and enforce compliance at enterprise scale.

Enable Intelligence & Continuous Optimization

Build AI-ready foundations with Power BI, Azure Machine Learning, and Fabric-integrated analytics—while continuously optimizing cost, performance, and governance.
Testimonials

See what some of our clients have to say

David McGowan
SVP, CIO of Global Commercial Services. Previously CTO at Kabbage, Acquired by American Express
"Kabbage’s (Acquired by American Express) partnership with ITMAGINATION has been instrumental in completing our goals across numerous major projects."
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Małgorzata Dąbrowska
Chief Operating Officer & Board Member
"ITMAGINATION has been cooperating with BNP Paribas since 2012, completing many initiatives with the bank, providing and implementing software that was developed especially for our needs."
Dorota Poniatowska-Mańczak
Chief Innovation Officer
"We have been cooperating with ITMAGINATION since 2016. The main project created by ITMAGINATION for our company was implemented very quickly – in only 13 months."
Logo ITMAGINATION Client Hochland
Robert Pernak
Pricing Manager
"ITMAGINATION's team clearly understands our needs, have top-notch expertise both in our sector (FMCG), as well as the technologies used - Business Intelligence Data Warehousing."
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David Wood
Managing Director
"ITMAGINATION's team was able to understand our business needs and set up a development team quickly and to a high quality."
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Michael Wolf
Chief Technology Officer (CTO)
"The  team has been great to work with, they are direct communicators, open to  feedback and work hard to build a great product."
Team

Meet Our Solutioning Team

Maciej Gos
Chief Architect
As the Chief Architect at ITMAGINATION, I design secure, scalable solutions on Microsoft Azure, specializing in cloud architecture, AI, and data platforms to help our clients drive innovation and efficiency.
Piotr Walkowiak
Data Competency Leader
With over 13 years of experience in data architecture and engineering, I design and optimize Azure Cloud Data services and Power BI solutions, helping businesses enhance data quality, performance, and decision-making.
Jakub Czajkowski
.NET Competency Leader
With over 16 years in the IT industry, including more than a decade at ITMAGINATION, I specialize in backend development, cloud architecture, and Microsoft technologies, helping businesses design scalable, high-quality solutions with a value-first approach.

Have any questions?

Don't hesitate to reach out! Our team is here to help.

Book a Free Assessment Call with our Chief Architect & Data Competency Lead

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Let's Talk About Your Project!

Maciej Gos

Chief Architect

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Piotr Walkowiak

Data Competency Leader

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If you're interested in exploring how we can work together to achieve your business objectives & tackle your challenges - whether technical or on the business side, reach out and we'll arrange a call!

Our Team Is Trusted By

Logo ITMAGINATION Client BNP ParibasLogo ITMAGINATION Client L'OrealDanone LogoParamount LogoOrange ITMAGINATION ClientSantander ITMAGINATION ClientCredit Agricole ITMAGINATION ClientSkanska ITMAGINATION CustomerDNB (Danske Bank) ITMAGINATION ClientArmadillo.one LogoGreenlight ITMAGINATION Customer / Client