Data Intelligence System Migration

Modernization of OLAP-based infrastructure on Azure PaaS

Client: Financial and Risk Solutions Provider, USA

8

months to migration and modernization

Zero

disruption for existing clients during cutover

OLAP → Tabular

models converted, on-prem decommissioned

TypeScriptNode.jsPythonPostgreSQLRabbitMQAWSAmazon EC2AWS compute clusterAWS container servicesAmazon SQSAWS registryData centerAzure Kubernetes ServiceAzure Key VaultAzure DevOps servicesAzure Data Lake Storage Gen2Microsoft platformPower BICEPH S3-compatible storageTerraformPlaywrightSeleniumJasmineKarma
TypeScriptNode.jsPythonPostgreSQLRabbitMQAWSAmazon EC2AWS compute clusterAWS container servicesAmazon SQSAWS registryData centerAzure Kubernetes ServiceAzure Key VaultAzure DevOps servicesAzure Data Lake Storage Gen2Microsoft platformPower BICEPH S3-compatible storageTerraformPlaywrightSeleniumJasmineKarma

Challenge

The legacy system leaned on SSIS and OLAP cubes — scalability was capped and the path to Azure PaaS was anything but direct. The migration had to be invisible to existing clients, which meant careful planning, OLAP-to-Tabular conversion and a failover ready at every step.

Solution

A step-by-step modernization on Azure PaaS — Azure Analysis Services, SQL Managed Instance, App Services — with PoCs confirming feasibility before each move, tabular models replacing the cubes and the on-prem infrastructure switched off at the end.

Implementation

  • 01PoCs validating the OLAP-to-Tabular transition
  • 02SSIS packages reused through Azure Data Factory with Integration Runtime
  • 03Web services migrated to Azure App Services (.NET Core)
  • 04Client-by-client data migration with A/B testing and fallback plans
  • 05Full decommissioning of the legacy on-prem system

Business impact

Migration and modernization completed in 8 months

Zero disruption for existing clients during cutover

Lower maintenance on Azure-native services

Better scalability and future readiness on tabular architecture

Technology stack

Data & Processing
  • Azure SQL Managed Instance
  • Azure Analysis Services
  • Azure Data Factory
  • SSIS Enterprise Edition
  • Cosmos DB
Cloud & DevOps
  • Azure App Services
  • Application Gateway
  • Azure Automation
  • Key Vault
  • Azure Monitor
  • Azure DevOps
Connectivity
  • ExpressRoute
  • On-premise Data Gateway
  • Recovery Services Vault
Tools
  • PowerShell
  • Active Directory

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