Case Studies
Solving real problems for Australian businesses. Here's what we've built.
See Our Work
Real problems. Real data.
Data Engineering
Data Platform & AI-Ready Transformation
Industry: Technology & Software
Service: Data Engineering
EdgeRed delivered a full data platform transformation — legacy system to modern cloud data warehouse — giving an Australian SaaS business the foundation to run advanced analytics and AI initiatives, with measurable commercial impact.
Microsoft Fabric Implementation
Industry: Infrastructure & Telco
Service: Data Engineering | Microsoft Fabric Implementation
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.
Data Science & Analytics
Store Layout Optimization at Scale
Industry: Retail & Grocery
Service: Data Science & ML | Workflow & App Automation
EdgeRed built a data-driven space optimisation model for a national retailer - analysing product placement, store layout and inventory patterns across the network to deliver measurable improvement in sales performance and a significant reduction in stock loss.
Insurance Pricing Model Modernisation
Industry: Insurance
Service: Data Science & ML
EdgeRed built production-grade pricing models on Databricks for a major Australian insurer — replacing legacy statistical models with a modern, scalable framework that delivered a meaningful uplift in predictive accuracy across a complex, multi-product portfolio.
Fractional Data & AI Lead for Public Sector
Industry: Public Sector
Service: Fractional Leadership
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 data platform transformation that unlocked collaboration across the business.
Customer Loyalty Analytics for QSR
Industry: Food & Beverage
Service: Data Analytics & BI | Data Science & ML
EdgeRed built a customer loyalty analytics capability for a leading Australian QSR brand – giving the marketing team a clear, data-driven 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
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
EdgeRed built a production-grade clinical AI assistant for an Australian healthcare organisation — 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
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
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
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.
Automated Reporting at Scale for Real Estate
Industry: Property & Real Estate
Service: Workflow Automation
EdgeRed automated the end-to-end generation and distribution of performance reports 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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