Problem
- Running out of production capacity, significant CapEx investment needed in the new production line to keep up with demand
- Goal: increase the production capacity by 5% via advanced analytics
Production line optimization
Customer
Swiss division of Global Pharma
Solution
- Data integration, AWS platform
- Anomaly detection algorithms
- Data correlations -> insights -> recommendations
Impact
- Trending towards 11% of productivity increase (throughput and yield optimization)
- 15x ROI
Production line continuous monitoring
Customer
Swiss division of a Global Pharma
Problem
- The customer’s production line went through a data driven optimization, the customer wants to ensure the production line maintains the highest possible OEE and wants to add advanced features like automated issue detection & prediction
Solution
- Near real time continuous monitoring system of key production processes with advanced analytics built in (alerting, trend detection, anomaly detection, predictive maintenance)
Impact
- Greater production process visibility
- Quicker time to resolution
- Improved uptime
Manufacturing 4.0
Customer
Swiss Manufacturer
Problem
- Customer struggled with hard to detect issues in manufacturing line that slowed down production
Solution
- Conducted a data driven production line optimization
- Created a real time monitoring system of the factory with anomaly detection algorithms and alerting system built in
Impact
- 15% increase in production speed (throughput)
- 8x ROI