SENIOR-LED
Pipeline and integration architecture
Data that arrives on time, complete and reconciled
The problems Data Engineering & Integration 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 Engineering & Integration?
Every Data Engineering & Integration service AI Solution Technologies delivers, within the Data Engineering & Modern Data Platforms practice.
Get a free
discovery sprint
Before you commit, we help you confirm the use case, check data readiness, define the KPI, and work out which Data Engineering & Integration services actually fit the problem you have.
For a limited number of teams each quarter, we run the full sprint free of charge.
Claim a free sprintTrusted by data leaders
across industries
STAGE DELIVERY7
- DiscoverUnderstand your challenges and opportunities
- AssessEvaluate data readiness and current state
- DefineDefine KPIs, scope and success metrics
- Deliver valuePrototype, validate and deliver quick wins
- No commitmentExplore the value, risk-free.
- Focused outcomesWe define impact, KPIs and success.
- Fast & collaborativeDelivered by experts, built for your team.
How Data Engineering & Integration 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
What we bring to Data Engineering & Integration
- 01Batch, streaming and real-time processing patterns
- 02Integration with ERP, CRM and finance systems
- 03Automated testing and reconciliation
- 04Observability across freshness, volume and schema
- 05Engineering practice that supports change safely
What you get, and what follows
A complete Data Engineering & Integration foundation that drives clarity, control and confidence across your organisation.
DELIVERABLESEverything we deliver to build a strong, governed Data Engineering & Integration capability.
- Pipeline and integration architecture
- Built and tested ingestion and transformation pipelines
- Reconciliation to source with documented tolerances
- Observability, alerting and error handling
- Deployment automation and environment management
- Operational documentation and handover
BUSINESS OUTCOMESThe outcomes you achieve, and the impact that follows.
- Data that arrives on time, complete and reconciled
- Issues detected before users are affected
- Reduced cost and risk of change
- A platform that can absorb new sources predictably
- Documented, transferable engineering practice
- No obligationYou keep the written summary either way
- Tailored to youFocused on your data, priorities and goals
- Expert-ledDelivered by specialists with real-world experience
The services inside Data Engineering & Integration
Azure Data FactoryData Pipeline ArchitectureETL & ELT ServicesData Integration SolutionsAPI & System IntegrationReal-Time Data ProcessingBatch Data ProcessingStreaming Data PlatformsERP Data IntegrationCRM Data IntegrationFinance-System IntegrationData MigrationData ObservabilityPipeline MonitoringDataOpsIntegration TestingData Platform BuildDevOps for Data
INVESTMENT & DELIVERYHow we engage on
How we engage on
Data Engineering & Integration
A proven delivery approach that is transparent, flexible and built to deliver lasting value.
DELIVERY MODELSFixed price or milestone basedMilestone based, or time and materials for evolving scopeManaged-service retainer with agreed service levelsMilestone based with a controlled change processDelivered by a senior-led Australian team across 7 stages, from discovery through to optimisation.
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
- Clear from the startScope, timeline and price confirmed up front
- No surprisesTransparent approach at every stage
- Senior-led deliveryExperienced team focused on your outcomes
OUR CUSTOMERS
What our customers say
Real feedback from the organisations we build with — what changed, in their words.
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.
Site teams stopped digging through folders. They ask the assistant, they get the clause with a citation, and they move on.
The anomaly models flag outliers the week they appear, not at quarter-end. We stopped two overruns before they hit the P&L.
Our partnerships with
industry leaders
MicrosoftSolutions Partner
Google CloudPartner
PARTNER
partnernetwork
ELSEWHERE IN THIS PRACTICEElsewhere in
View the whole Data Engineering & Modern Data Platforms practiceElsewhere in
Data Engineering & Modern Data Platforms
Microsoft Fabric13 services in this discipline.Explore
Data Modelling & Warehousing10 services in this discipline.Explore
We will tell you which discipline actually owns it
Scope Data Engineering & Integration
in one call
Tell us the problem. We'll tell you which of our Data Engineering & Integration services fit — and exactly how we'd deliver them.
- NSW GovernmentICT Services Scheme
- ICN GatewayPremium Member
- ISO 27001Certification in progress
- 30 minutesFocused expert session
- Clear next stepsA practical plan for your organisation
- No obligationYou decide what's right for you