Case Studies
Solving real problems for Australian businesses. Here's what we've built.
See Our Work
Real problems. Real data.
We’ve worked across retail, financial services, insurance, health, government, property, automotive, technology, and telco.
Data Engineering
Data Platform & AI-Ready Transformation
Industry: Technology & Software
Service: Data Engineering
Technology: Snowflake · Microsoft Azure · Power BI · KADA
EdgeRed delivered a full data platform transformation for an Australian SaaS business across three workstreams — migrating from Oracle to Snowflake, consolidating 200+ reports down to 20 Power BI dashboards, and building a machine learning model for fraud and anomaly detection across the network. The result: a 2.5x increase in customer retention from targeted data-driven campaigns, and a data team that shifted from fielding repetitive queries to a business making independent decisions on a modern, AI-ready platform.
Microsoft Fabric Implementation
Industry: Infrastructure & Telco
Service: Data Engineering · Microsoft Fabric Implementation
Technology: Microsoft Fabric · Power BI
EdgeRed partnered with a fast-growing Australian telecommunications business to build their data analytics capability from scratch — delivering an audit-compliant Microsoft Fabric platform across two structured phases, with full CI/CD pipelines and governed DEV/TEST/PROD environments meeting external audit requirements. The internal team of fewer than five is now fully self-sufficient — able to independently manage, extend, and scale the platform without ongoing external support.
Data Science & Analytics
Store Layout Optimization at Scale
Industry: Retail & Grocery
Service: Data Science & ML · Workflow & App Automation
Technology: Google Cloud Platform (GCP)
EdgeRed built a data-driven space optimisation model on Google Cloud Platform for a national retailer — analysing product placement, store layout and inventory patterns across a large store network to deliver measurable improvement in sales performance and a significant reduction in stock loss. The solution generates automated, store-level output every week, giving every store manager an actionable plan without requiring IT support or manual intervention.
Insurance Pricing Model Modernisation
Industry: Insurance
Service: Data Science & ML
Technology: Databricks · Power BI · Streamlit
EdgeRed built 50+ production-grade pricing models on Databricks for a major Australian insurer — replacing legacy GLMs with Gradient Boosting Machine techniques across a complex, multi-product portfolio, analysing hundreds of variables across geography, policyholder and product dimensions. The result: a 4-6% uplift in predictive accuracy, materially more reliable cost forecasts, and actuarial teams who can now test assumptions and model scenarios in real time without requiring engineering support.
Fractional Data & AI Lead for Public Sector
Industry: Public Sector
Service: Fractional Leadership
Technology: Microsoft Fabric · Snowflake · Power BI
EdgeRed stepped in as fractional Data & AI Leader for an Australian public sector organisation — taking full accountability for a large data function and executing a major Microsoft Fabric and Snowflake platform transformation that unlocked collaboration across the business.
Customer Loyalty Analytics for QSR
Industry: Food & Beverage
Service: Data Analytics & BI · Data Science & ML
Technology: Google Cloud Platform (GCP) · Tableau
EdgeRed built a customer loyalty analytics capability on Google Cloud Platform for a leading Australian QSR brand — giving the marketing team a clear, Tableau-powered view of who their most valuable customers were, what kept them coming back, and where loyalty was at risk.
Scaling Used Car Pricing Intelligence with Vertex AI
Industry: Automotive
Service: Data Analytics & BI · Data Science & ML
Technology: Snowflake · Google Vertex AI · Tableau
EdgeRed diagnosed and refined a used car price prediction model for a leading Australian automotive marketplace — replacing inconsistent, experience-dependent pricing with a fast, reliable model that any team member can use.
Agentic AI & Automation
AI Clinical Assistant for Health & Education
Industry: Health & Education
Service: Agentic AI & Automation · Data Engineering
Technology: Microsoft Azure OpenAI · Google Gemini · Anthropic Claude
EdgeRed built a production-grade clinical AI assistant for an Australian healthcare organisation — combining Microsoft Azure OpenAI, Google Gemini, and Anthropic Claude in a multi-model architecture designed to give practitioners instant access to accurate, governed clinical knowledge, in a regulated environment where the cost of a wrong answer is measured in patient safety.
Snowflake Cortex AI for Financial Services
Industry: Financial Services
Service: Snowflake Cortex AI Implementation · Agentic AI & Automation
Technology: Snowflake · Snowflake Cortex AI · Power BI
EdgeRed replaced a sprawling Power BI report library with a Snowflake-native agentic analytics platform for a leading Australian Financial Services provider — so analysts can ask a question in plain English and get a governed, accurate answer instead of filing a ticket and waiting.
Snowflake Cortex AI for Tech & Software
Industry: Technology & Software
Service: Snowflake Cortex AI Implementation · Agentic AI & Automation
Technology: Snowflake · Snowflake Cortex AI
EdgeRed built a Snowflake-native agentic analytics platform for a global software company — giving analysts and executives the ability to query billions of rows of user data in plain English, routed automatically to the right model, with governed, accurate answers at scale.
Intelligent Document Processing for Health Services
Industry: Health & Gov
Service: Agentic AI & Automation · Data Engineering
Technology: Microsoft Azure · Azure OpenAI
EdgeRed designed and deployed a fully automated document processing pipeline on Microsoft Azure for an Australian health services provider — using Azure OpenAI to handle high volumes of sensitive documents daily with no additional headcount, entirely within Australian cloud infrastructure.
Automated Reporting at Scale for Real Estate
Industry: Property & Real Estate
Service: Workflow Automation
Technology: Microsoft Fabric
EdgeRed automated the end-to-end generation and distribution of performance reports using Microsoft Fabric for a major Australian real estate company — eliminating manual reporting overhead and delivering consistent, professional reporting to hundreds of partners and tenants every month..
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