Sound familiar?

  • Your legacy database or warehouse is out of support or too costly.
  • Hundreds of reports and ETL jobs need to move, and nobody knows them all.
  • A previous migration overran on time and budget.
  • You can't afford downtime or data loss during the switch.

What you'll get

  • A complete inventory and migration plan before any data moves.
  • Automated conversion and reconciliation to prove nothing was lost.
  • Phased cut-over with fallback options and minimal downtime.
  • A modern platform that's cheaper to run and easier to change.

Our Migration Expertise

Our team of experts combines deep technical expertise with proven migration frameworks to ensure your data, workloads, and reports move securely and efficiently unlocking new capabilities across Microsoft Azure, Power BI, and Fabric ecosystems.

Database Migration

Data Platform Migration

Move from on-premises databases or data warehouses to the cloud with minimal downtime. We specialise in migrating workloads from SQL Server, Oracle, MySQL, or Teradata to Azure SQL Database, Azure Synapse Analytics, and Microsoft Fabric. Our approach ensures performance optimisation, security, and cost control every step of the way.

Database Migration

We deliver end-to-end database migration services including schema conversion, data validation, performance tuning, and post-migration optimisation. Common scenarios include:

  • Oracle to Azure SQL Database or SQL Managed Instance
  • SQL Server to Azure SQL Database or SQL Managed Instance
  • On-premises SQL Server to Azure SQL Database or Synapse
  • MySQL or PostgreSQL to Azure Database Platforms
Database Migration
Report Migration

Analytics & BI Migration

Modernise your analytics capabilities by moving to cloud-native and integrated solutions:

  • Power BI Report Server to Power BI Service or Microsoft Fabric
  • Azure Analysis Services to Power BI Premium or Fabric
  • Power BI Premium SKU migration to Fabric SKUs
  • Legacy Reporting (SSRS, Crystal Reports) to Power BI or Paginated Reports
  • SSAS Tabular or Multidimensional to Power BI datasets

ETL & Data Pipeline Migration

Migrate your legacy data integration workflows (e.g., SSIS, Informatica, or Talend) into Azure Data Factory or Synapse Pipelines for enhanced scalability, automation, and monitoring.

Datum Etl Migration
Datum the turtle monitoring SQL Server query times and database health

Database Administration & Performance Tuning

Slow, unstable databases are often what prompts a migration, but they don't always need one. Our database administrators find and fix the underlying causes of performance problems in SQL Server environments, on premises or in Azure, led by our Principal Database Administrator, a Microsoft Certified Azure Database Administrator. Typical work includes:

  • Performance tuning: slow queries, indexing, statistics and wait analysis
  • Health checks and troubleshooting across distributed SQL Server instances
  • High availability, backup and recovery reviews
  • Ongoing monitoring and support through our managed services

Our Migration Approach

Our approach ensures data consistency, operational continuity, and compliance with enterprise or government standards. We follow a structured, low-risk methodology designed for enterprise-grade reliability:

1. Assessment & Planning

Comprehensive analysis of existing systems, data volumes, dependencies, and performance requirements to inform migration planning.

2. Design & Strategy

Crafting tailored migration blueprints that prioritise data integrity, security, and minimal downtime. Our strategies align with your business goals and technical requirements.

3. Pilot & Validation

Executing pilot migrations to validate processes, identify potential issues, and refine strategies before full-scale execution.

4. Migration Execution

End-to-end management of the migration process, including data transfer, system configuration, and cutover planning to ensure a smooth transition.

5. Optimisation & Governance

Post-migration performance tuning, cost optimisation, and implementation of governance frameworks to ensure ongoing success in the new environment.

Approach

How we work

1

Inventory

We catalogue databases, pipelines and reports, and identify what to retire.

2

Plan

We design the target platform and a phased migration plan with clear risks.

3

Migrate

We convert and move workloads in waves, reconciling data at every step.

4

Cut over

We switch over with fallback plans, then decommission the old platform.

Data Migration Use Cases

Typical migrations we plan and deliver with careful testing and reconciliation, and without surprises on cut-over day.

Logistics & distribution

Legacy data warehouse to Microsoft Fabric

The challenge
An on-premises SQL Server warehouse and hundreds of SSIS packages are nearing end of support and getting slower every month.
What we build
A full inventory, a re-platform to a Fabric lakehouse and warehouse, conversion of SSIS logic to modern pipelines, and a parallel run with reconciliation.
The outcome
A modern, scalable platform with numbers verified against the old system before switch-over.
  • SQL Server
  • SSIS
  • Microsoft Fabric
  • Reconciliation
Local government

Consolidating BI tools onto one platform

The challenge
Two or three reporting tools mean duplicate reports, overlapping licences and confusion over which version is right.
What we build
A report inventory and prioritisation, rebuilds on shared semantic models, side-by-side validation and training for report users.
The outcome
One BI platform, lower licence costs and reports that match.
  • Report inventory
  • Semantic models
  • Power BI
  • User training
Manufacturing

Clean data for a new ERP

The challenge
A move to a new ERP means bringing across decades of messy, duplicated customer, product and supplier data.
What we build
Data profiling, cleansing and de-duplication, field mapping, repeatable trial loads and reconciliation sign-off with the business.
The outcome
Go-live with clean, trusted master data and no last-minute surprises.
  • Dynamics 365
  • Data cleansing
  • Data mapping
  • Trial loads
Financial services

Moving databases to the cloud with minimal downtime

The challenge
Costly database licences and ageing hardware, but the business can't afford a long outage.
What we build
An assessment and schema conversion, continuous replication to a managed cloud database and a rehearsed, short cut-over window.
The outcome
Lower licence and hardware costs, managed backups and a cut-over measured in minutes, not days.
  • Azure Database Migration Service
  • Azure SQL
  • PostgreSQL
  • Change data capture

Facing something similar? Talk to us about your use case.

What our clients say about us

Nathan McBride Manager Control Systems Capral Limited
Engagement
SQL Server administration, performance tuning and troubleshooting
Environment
Distributed SQL Server environments
First results
Within the first week

DATA LEAGUE quickly understood the challenges across our distributed SQL Server environments and took a practical, structured approach to identifying the underlying performance issues. Within the first week, we started seeing noticeable improvements in database performance and system responsiveness. Their expertise in SQL Server administration, performance tuning and troubleshooting has given us greater confidence in the stability and reliability of our database environments. The team has been professional, responsive and easy to work with throughout the engagement. We would be happy to recommend DATA LEAGUE to organisations looking for experienced database administration and SQL Server performance optimisation support.

  • Structured approach
  • Results in week one
  • Stability & reliability
  • Easy to work with

Not sure where to start?

Take our free 5-minute Data Maturity Assessment. You'll get an instant score, a benchmark comparison and the three things to fix first.

Start Your Migration Journey with Confidence

Whether you’re modernising your analytics ecosystem, consolidating data platforms, or transitioning to Microsoft Fabric, DATA LEAGUE provides the expertise, governance, and assurance needed for a successful migration.

Transform your data landscape. Accelerate your cloud journey.

Contact Data Strategy