Data & Cloud Consulting
AWRY
We make sense of the data that defines your business. Engineering precision. Architectural clarity. No noise.
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Data Engineering◆
Cloud Architecture◆
AI & ML Operations◆
Analytics & Intelligence◆
Real-time Pipelines◆
Data Governance◆
Platform Engineering◆
Data Engineering◆
Cloud Architecture◆
AI & ML Operations◆
Analytics & Intelligence◆
Real-time Pipelines◆
Data Governance◆
Platform Engineering◆
Built for companies whose data could work much harder than it does right now.
Most data problems aren't really data problems. They're decision problems, architecture problems, culture problems dressed up as technical debt.
Awry sees what others miss. We cut through complexity — not with frameworks or playbooks — but with precision engineering built for your actual situation.
Sydney-based. Global reach. Embedded in your stack, not standing beside it.
Capabilities
What we
build
01
Data Engineering
Pipelines that perform. Platforms that scale. We design, build, and operate the data infrastructure that production systems actually depend on.
02
Cloud Architecture
Infrastructure designed to last, built to adapt. Multi-cloud, cost-optimised, and resilient by design — not by accident.
03
AI & ML Operations
From model to production, end-to-end. We build the infrastructure that makes AI reliable — not just impressive in demos.
04
Analytics & Intelligence
The insight layer your business is missing. Semantic layers, self-serve analytics, and real-time dashboards that people actually use.
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Enterprise deployments across three continents
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Average pipeline uptime across client infrastructure
$0
Data under active management and governance
0
Average return on data infrastructure investment
Thinking
Most data problems aren't data problems. They're decision problems. Architecture problems. Culture problems dressed up as technical debt.
We see what others miss — and we build what needs to be built. Not what looks good in a slide deck. Not what the vendor recommended. What actually works.
We see what others miss — and we build what needs to be built. Not what looks good in a slide deck. Not what the vendor recommended. What actually works.
How we work
The approach
01
Diagnose
We start by understanding your actual situation, not the one in the brief. Two weeks of deep discovery across your data, your systems, and your team.
02
Design
Architecture that fits. We design solutions with your constraints — budget, timeline, team capability — as first-class inputs, not afterthoughts.
03
Deliver
We build, ship, and hand over — with the documentation, runbooks, and training your team needs to own it from day one.
Selected work
Cases
Retail & E-commerce
Real-time personalisation at 50M events/day
↑ 340% conversion lift on targeted segments
Financial Services
Cloud-native data lakehouse migration
↓ 67% reduction in infrastructure cost
Healthcare & Life Sciences
Unified patient data platform with FHIR compliance
↑ 12hr → 4min reporting latency