Intelligent Technician Dispatching

Customer

Major Swiss Chemical company

Problem

  • Technician dispatching not as efficient as possible
  • Currently used algorithms were too slow and did not allow for quick reaction, recalculation of the routes/dispatching of the technicians

Solution

  • Train a reinforcement learning model to achieve same or better accuracy more quickly at a lower cost

Impact

  • Improved Technician efficiency, reaching more customers and resolving more issues per technician per day

AI Sales Forecasting

Customer

Major Swiss Chemical company

Problem

  • The customer was looking to automate the sales forecasting process which to date was performed in a manual way, making it cumbersome and error prone

Solution

  • New approach to improve forecasting quality and the effort needed to maintain it using new data sources like Forward looking indicators, Financial metrics: (GDP, Inflation, FX rates) and Big events (e.g. new years in china, olympic games etc.)

Impact

  • Automation -> less manual work, less errors, less time
  • Higher accuracy (97-98%)
  • Better planning/cost savings

AI Supply Chain Forecasting

Customer

Major Swiss Chemical company

Problem

  • The need to improve the current forecasting process (raw-materials, finished goods and sales)

Solution

  • New approach to improve forecasting quality and the effort needed to maintain it using new data sources like Forward looking indicators, Financial metrics: (GDP, Inflation, FX rates) and Big events (e.g. new years in china, olympic games etc.)

Impact

  • Automation -> less manual work, less errors, less time
  • Higher accuracy (97-98%)
  • Better planning/cost savings

Airline onboarding to a data platform

Customer

Airplane producer

Problem

  • Upon creation of the data platform for airplane maintenance, the customer wanted to connect different airlines to the platform

Solution

  • Unit8 helped onboard several airlines onto the common aviation platform to exchange airplane maintenance data

Impact

  • Customer gets more granular visibility into the airplane mechanics and operations
  • New level of insights for predictive maintenance

Aviation data platform

Customer

Airplane producer

Problem

  • The customer was creating an industry leading airplane data platform
  • Data from 100s of global airlines needed to be integrated on a single platform to allow predictive maintenance.

Solution

  • Unit8 team helped with onboarding maintenance data from airlines in order to create data ecosystem accessible to airlines and manufacturers

Impact

  • Unit8 contributed to the creation of the data platform allowing the customer to gain deeper visibility into the airplane data
  • New level of insights for predictive maintenance

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