Accolade Wines enlisted the experts at ML6 to support them in implementing an ML process that enabled real-time analyses from production.
31 October 2023- Accolade Wines partnered with ML6 to harness machine learning for real-time production insights. This global premium wine company, known for brands like Hardys and Petaluma, faced challenges in monitoring their bottling lines due to different machines and systems not communicating seamlessly. ML6 implemented a machine learning solution that captures data from various production stages and visualizes it in real-time using Grafana dashboards.
This setup helps operators detect wine loss instantly, allowing immediate corrective actions and reducing waste. Within six months, the initiative delivered a remarkable 200% ROI by cutting financial loss and increasing efficiency. The AI-powered system monitors flow rates, tank volumes, and filtration, generating alerts when anomalies occur.
Beyond wine production, this ML-powered approach exemplifies how industries can overcome siloed equipment issues and optimize processes through integrated data and AI. Accolade Wines’ collaboration with ML6 sets a new standard in sustainable, data-driven manufacturing.
- Translation, original source: Dutch