Data Engineering
Scalable pipelines and cloud architectures that power reliable analytics and AI — built to production standard and designed to scale.
What we deliver
Nobody gets excited about data pipelines. They get excited about the AI and analytics that depend on them — which only work if the pipes underneath are solid. As a data engineering consulting team, we make the unglamorous part work so the glamorous part can.
Cloud data platform builds
Greenfield and migration-based platform delivery on Microsoft Fabric, Snowflake, Databricks, Azure and BigQuery — medallion architecture, data modelling and CI/CD pipelines.
Data pipeline development
Automated ELT pipelines using dbt, Azure Data Factory, Airflow, Fivetran and Dataform — tested, versioned and production-grade.
Analytics engineering
dbt-driven transformation and semantic modelling — the layer between raw data and BI that keeps metrics consistent and dashboards trustworthy.
Legacy platform migration
Structured migration from Oracle, Dataiku, Synapse and on-premises SQL — phased to maintain BAU reporting throughout the transition.
Streaming data pipelines
Real-time data ingestion and modelling from Kafka and streaming sources — making live operational data a first-class input to analytics and AI.
Data quality & observability
Validation frameworks, monitoring and lineage using Great Expectations, KADA and dbt tests — so data issues are caught before they reach the business.
Case studies
Data Platform & AI-Ready Transformation
Industry: Technology & Software
EdgeRed delivered a full data platform transformation — legacy system to modern cloud data warehouse — giving a sustainability-focused Australian business the foundation to run advanced analytics and AI initiatives, with measurable commercial impact including a significant uplift in customer retention.
Microsoft Fabric for Telecommunications
Industry: Infrastructure & Telecommunications
EdgeRed partnered with a fast-growing Australian telecommuncations business to build their data analytics capability from scratch — delivering an audit-compliant Microsoft Fabric platform in two structured phases, with the internal team fully self-sufficient on handover.
Intelligent Document Processing for Health Services Provider
Industry: Health and Gov
EdgeRed designed and deployed a fully automated document processing pipeline for an Australian health services provider — handling high volumes of sensitive documents daily with no additional headcount, entirely within Australian cloud infrastructure.
Data Engineering Consulting Services in Australia
Client Testimonials
"EdgeRed delivered value across our data engineering, analytics, and data science needs at Easy Agile. Their team worked as embedded members within our existing teams rather than as a standalone consulting group. They collaborated with our internal stakeholders, creating data products that will improve our business visibility and decision-making. They approached every challenge with the mindset of an internal team member while bringing the technical expertise needed to drive real business outcomes."
Not sure where to start?
Tell us what you’re trying to solve — we’ll be straight with you about whether we can help and what it would take.
