Smarter, safer operations: from pit to plant.
Purple Wire applies predictive modelling, machine learning, and business process automation to help mining, construction, and enterprise operations reduce risk, cut waste, and improve decision-making. Our AI practice is built on a proven data engineering backbone and validated by reference clients from 2018.
AI & Machine Learning
- Microsoft Azure Machine Learning
- Python ML frameworks (scikit-learn, TensorFlow)
- Predictive maintenance models
- Anomaly detection algorithms
Computer Vision
- Facial recognition systems
- Physical threat detection
- Safety compliance monitoring cameras
- Real-time video analytics
Analytics & BI
- Microsoft Power BI
- Azure Data Factory
- Medallion lakehouse architecture
- Executive dashboard development
Process Automation
- Paper-to-digital conversion
- Cloud document storage
- Automated data extraction (OCR)
- Business process automation workflows
Implementation Timeline
Use Case Discovery
1-2 weeksIdentify highest-impact AI/automation use cases, data availability assessment, and ROI scoping.
Data Assessment
1-2 weeksData quality review, pipeline design, and medallion architecture planning.
Pilot Development
4-8 weeksWorking pilot for the priority use case, with stakeholder demos and iterative refinement.
Production Deployment
2-4 weeksProduction deployment, integration with existing systems, and user training.
Scale & Expand
OngoingExpand to additional use cases, continuous model improvement, and dashboard enhancement.
Key Deliverables
- AI/ML use case prioritisation report
- Working pilot model or automation workflow
- Power BI dashboards and executive reporting
- Production-deployed AI/automation solution
- Model documentation and knowledge transfer
Ready to Start?
Let's talk about your ai, automation & advanced analytics project.
Every engagement starts with a conversation. Tell us your challenge and we will tell you exactly how we would approach it.