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Data Engineering & Modern Data Platforms / Data Engineering & Integration

Data Migration.

Planned migration of data between platforms with profiling, mapping, validation, reconciliation and cutover.

Book a scoping call →See how it runs
Batch, streaming and real-time processing patternsIntegration with ERP, CRM and financeAutomated testing and reconciliationObservability across freshness, volume and schema
BUILT ON
MicrosoftAzureAWSGoogle CloudDatabricksSnowflake

The problems Data Migration exists to solve.

Data arriving late, incomplete or in inconsistent formats
Pipelines that fail silently and are discovered by users
Integration built point-to-point and impossible to maintain
No ability to reprocess or reconcile to source

What is Data Migration?

SENIOR-LEDPipeline and integration architecture
PRODUCTION-READYBuilt and tested ingestion and transformation pipelines
KPI-DEFINEDReconciliation to source with documented tolerances

Get a free discovery sprint

Before you commit, we help you confirm the use case, check data readiness, define the KPI, and map what Data Migration could deliver for your organisation.

For a limited number of teams each quarter, we run the full sprint free of charge.

Claim a free sprint →
LIMITED SLOTS AVAILABLE
17 of 25 free sprints filled8 remaining

How Data Migration runs.

01
Confirm objectives, stakeholders, constraints and success measures
Review current systems, data, controls and delivery readiness
Prepare the target design, backlog, governance and implementation plan
Test the priority requirements through a prototype, pilot or controlled design review
Configure, integrate, test and deploy the approved solution
Train users, transfer knowledge and establish operating procedures
Monitor adoption, performance, cost, quality and improvement opportunities
KEY CAPABILITIES

What we bring to Data Migration.

  1. 01Batch, streaming and real-time processing patterns
  2. 02Integration with ERP, CRM and finance systems
  3. 03Automated testing and reconciliation
  4. 04Observability across freshness, volume and schema
  5. 05Engineering practice that supports change safely

What you get, and what follows

DELIVERABLESPipeline and integration architectureBuilt and tested ingestion and transformation pipelinesReconciliation to source with documented tolerancesObservability, alerting and error handlingDeployment automation and environment managementOperational documentation and handover
BUSINESS OUTCOMESData that arrives on time, complete and reconciledIssues detected before users are affectedReduced cost and risk of changeA platform that can absorb new sources predictablyDocumented, transferable engineering practice
INVESTMENT & DELIVERY

How we engage on Data Migration.

INDICATIVE VALUEA$250,000 – A$1,200,000A guide only. The scoping call confirms the range for your environment, data and compliance obligations before anything is committed.
DELIVERY MODELMilestone based, or time and materials for evolving scopeDelivered by a senior-led Australian team across 7 stages, from discovery through to optimisation.Discuss scope and timing ›
WHO THIS IS FOR
  • Banks, insurers, superannuation funds and professional-services firms
  • Construction, engineering and infrastructure contractors
  • Utilities, energy and resources operators
  • Large enterprises and mid-market organisations undergoing modernisation

What our customers say.

All customer stories
"Reconciliation that took our team nine days now closes in three — with a full audit trail on every match. It changed how the board sees AI.
Finance ManagerGCC Construction Group, Dubai
"Site teams stopped digging through folders. They ask the assistant, they get the clause with a citation, and they move on.
Project DirectorTier-One Contractor, Sydney
"The anomaly models flag outliers the week they appear, not at quarter-end. We stopped two overruns before they hit the P&L.
Commercial DirectorProperty Developer, Dubai
"Seven subsidiaries of spreadsheets became one governed reporting platform. The executive finally trusts the numbers on the screen.
Group CFOInfrastructure Holding, Riyadh

Our partnerships with
industry leaders

MicrosoftSolutions Partner
Google CloudPartner
SalesforcePARTNER
AWSpartner
network

Scope Data Migration in one call.

Book a scoping call
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