At dataengine, we specialise in delivering fully managed, AWS-native cloud solutions that drive the modernisation of services across Australia and New Zealand. In partnership with Amazon Web Services, we bring clarity, efficiency, and tailored expertise to help organisations confidently move into the future
Our services are designed for forward-thinking technology and data leaders who are driving transformation in complex environments. We work closely with:
These leaders rely on dataengine to deliver secure, scalable, and high-performance cloud and data platforms aligned with sector needs and enterprise goals. Whether you’re modernising legacy systems, enabling AI/ML innovation, or scaling digital platforms, we provide the strategic and technical expertise to support your mission.
Cloud Transformation
Drive sector-specific modernisation for EDBs, Transport, Logistics, SaaS and Government through targeted advisory services. We partner with organisations to define cloud-aligned data strategies, assess architectural maturity, strengthen governance, and plan migrations with actionable roadmaps. Our Ways of Working, including data mesh, operating models, DataOps, MLOps, and LLMOps; enable modern, scalable engineering practices aligned to sector regulations and operational demands.
Managed Cloud Services
Achieve operational resilience and scalability through our end-to-end Managed Cloud Services. From implementing centralised data platforms to delivering automated, low-risk migrations, we ensure product-led outcomes that evolve with your needs. Our resourcing models, including fixed teams, Architecture-as-a-Service, and Squad-as-a-Service; provide flexible, on-demand capabilities for complex, high-stakes environments such as utilities, transport systems, SaaS, and government infrastructure.
Industry-Specific Solutions
Deliver targeted solutions for critical industries:
A leading SaaS company required to host an enterprise solution to facilitate MLOps use cases through Sagemaker.
The architecture diagram on the right is designed to streamline the development, deployment, and monitoring of machine learning models across multiple environments. The solution spans five dedicated AWS accounts, each serving a specific purpose:
The Automation account plays a key role in orchestrating Amazon SageMaker pipelines and coordinating services like AWS Lambda, Step Functions, and CodePipeline to ensure seamless model lifecycle management.
The Shared Services account maintains cross-account configurations, centralised security controls, and logging (using services like AWS CloudTrail and Amazon CloudWatch), enabling governance at scale.
This multi-account architecture ensures clear separation of concerns, improved security posture, scalability, and enterprise-grade governance for MLOps workloads.
Together with AWS, dataengine delivers flexible, future-ready digital services designed around your organisational needs and aspirations. Our AWS-managed services provide a streamlined path to cloud transformation — allowing you to focus on your mission while we handle the complexity.
Whether you’re seeking long-term managed support or looking to upskill your internal teams, we offer flexible engagement models and skill development to support your journey toward autonomy.
Our philosophy is simple: enable your digital evolution through scalable solutions, guided expertise, and a partnership that adapts to your pace.
We’re proud to be an AWS Select Tier Services Partner, recognised for our commitment to delivering secure, scalable, and high-performing solutions built on AWS.
Our partnership with AWS means clients benefit from:
AWS offers a vast global infrastructure — critical for public sector organisations needing resilient, low-latency services. With AWS, we help deliver responsive and reliable digital services, no matter where you operate.
Security is foundational. AWS provides end-to-end encryption, stringent access controls, and extensive compliance certifications — essential for handling sensitive government, education, and non-profit data.
From cloud-native computing to machine learning and advanced data analytics, AWS’s extensive service portfolio allows Dataengine to create tailored solutions that solve real-world public sector challenges.
AWS’s pay-as-you-go pricing model means you scale services as needed, only paying for what you use — perfect for organisations with evolving needs and finite budgets.
Built-in high availability, disaster recovery, and multi-region redundancy make AWS a top choice for mission-critical public sector services.
We take a structured, collaborative approach to cloud modernisation:
We begin with in-depth consultation. Our AWS-certified specialists work closely with your team to understand your current infrastructure, challenges, and long-term goals. This ensures every recommendation aligns with your strategic vision.
Based on discovery insights, we craft a tailored solution architecture that leverages AWS services. From data security and compliance to scalability and performance, every element is designed with precision.
Before going live, we build a proof of concept (PoC) to validate the proposed solution in a real-world environment. This ensures it meets your needs — and allows us to refine as required.
Our team manages the full deployment — from infrastructure setup to data migration — ensuring a smooth, low-risk transition with minimal operational disruption.
We don’t just deliver solutions — we empower your people. Through tailored training and documentation, we ensure your teams are confident and capable in the new environment.
Our relationship doesn’t end post-deployment. We provide ongoing management, monitoring, security updates, and strategic optimisation to keep your AWS environment performing at its best.
Whether you’re beginning your cloud journey or advancing a long-term strategy, Dataengine and AWS are here to make your digital transformation seamless, secure, and scalable.
The only way to set up your programme for success.
Once built, we support you and your team get the best out of your investment.
Optimise processes and empower data teams with our Ways of Working solutions.
Sometimes you need experts to help you out. Eliminate the high expense of hiring and managing a full data team.
Bring plans and strategy into life, with the right expertise to deploy your equirements.
