Melbourne · Data · AI · Automation · Cloud
Graylocus Solutions is a Melbourne-based technology consultancy delivering enterprise data engineering, migration, cloud platforms, intelligent automation and AI — built for reliability at scale.
Migrations, pipelines and platforms engineered for trust and scale.
LLMs, agents, RAG and fine-tuned models applied to real operations.
Workflows, integrations and CI/CD that remove manual effort.
Cloud-native, serverless and secure infrastructure on AWS, Azure and GCP.
Warehouses, models and BI that make insight fast and reliable.
Services
Eight practice areas, delivered by engineers who have run them inside large enterprise environments.
Move critical data off legacy systems without breaking the business.
Enterprise data platforms built with metadata-driven architecture.
Make data trustworthy, traceable and compliant by design.
Remove repetitive work and make operations predictable.
Applied AI that ships into production, not proofs of concept.
Agentic workflows that read, decide and act — with an audit trail.
Scalable, secure cloud foundations across AWS, Azure and GCP.
From warehouse design to dashboards leaders actually use.
Technology expertise
Filter by discipline to see the platforms and tools we design, build and operate with every day.
Cloud
Data Platforms
Data Engineering
Databases
AWS Services
AI
DevOps
BI & Analytics
Impact / results
Examples of outcomes achieved in previous engagements. Results depend on scope, data and environment — they are not a guarantee of the same outcome for every client.
0%+
Reduction in manual effort
Automated data operations
0%
Less manual email triage
AI classification workflow
0%
Less manual data processing
Pipeline automation
0+ hrs
Saved per week
Reporting automation
0ms
API response times
Customer enquiry APIs
0T+
Rows processed
Large-scale data environments
0TB+
Data handled
Enterprise data platforms
AI & automation
We design AI agents around existing business processes — reading, deciding and acting inside your systems, with observability and auditability built in.
Ingest documents, emails and system events.
Categorise intent, priority and ownership.
Turn unstructured content into structured data.
Apply business rules and model reasoning.
Kick off downstream workflows and notifications.
Route exceptions to humans, fully audited.
Capabilities
Clients
Organisations that have taken our services across retail, mining, financial services, government, utilities and not-for-profit.
How we work
Pragmatic, incremental and transparent — with production readiness considered from day one.
Understand systems, data, constraints and the business outcome.
Architect the platform, pipeline or workflow with a clear delivery plan.
Engineer it incrementally with testing, review and documentation.
Remove manual steps with orchestration, CI/CD and AI where it fits.
Monitor, tune cost and performance, and harden for scale.
About
Graylocus Solutions is an experienced technology consultancy specialising in enterprise data engineering, data migration, cloud platforms, automation and AI.
We work with organisations that depend on data being correct, available and fast — and that want less of it handled by hand. Our background spans large-scale migrations, petabyte-adjacent data platforms, governance frameworks and production AI workflows, which means we design for the operational realities of enterprise environments rather than the demo.
Engagements are led by consultants who have delivered inside large enterprise data teams.
We measure success in reduced manual effort, faster insight and reliable platforms.
Based in Melbourne and connected globally, working with teams across Australia, India and the United States.
Contact
Tell us about your data, cloud, automation or AI challenge. We'll respond with a practical view of the approach, effort and risks.
Australia, India and the United States — remote and onsite engagements worldwide
Typical starting points: a migration assessment, a data platform review, or a proof-of-value AI workflow.
