United StatesFood and restaurants2021 – ongoingDomino's Pizza
Datatron deployment and monitoring of operational machine-learning models
Domino's centralized production model management with Datatron
Problem
Domino's needed to track changing model predictions and refresh models as operating conditions changed. Rolling out additional models also consumed scarce data-science resources.
Approach
Domino's used Datatron to manage production models and monitor their performance continuously. Its integrations supported labor forecasting and delivery routing. Datatron said the deployment reduced model-management effort and allowed computing resources to follow demand.
Results
No published figures
Takeaway
Domino's monitored and refreshed production models through a shared platform. Datatron reported reduced model-management effort without quantifying the savings.
Categories
- Size
- Large enterprise
- Industry
- Food and restaurants
- Business function
- IT and R&DProduction and quality
- Innovation type
- Process innovation
- AI technology
- Predictive analytics and MLOptimization
- Adoption
- Vendor solution
- Evidence
- Vendor case study
Sources
Source summaries
Datatron announced that Domino's was using its platform for production model operations and governance. It described operational improvements and reduced resource requirements without numerical performance results.
Full details are in the original sources.