Usecases
Facebook's Marketplace achieves a nearly 100% increase in …
Facebook has leveraged computer vision and natural language processing to enhance the customer's experience on Marketplace. The company has built a product index that draws information both from the text accompanying a product as well as the photos, through their image and text understanding systems. As a result, when searching for products, the recommended results are ranked based on a …
Indix automates and standardises product information retrieved from …
Indix uses machine learning techniques to sort through product data collected from non-standardised and disparate sources for inclusion in its product catalogue.
Bosch Thermotechnology improves field service management appointment accuracy …
Bosch Thermotechnology implemented ClickSoftware's Click Field Service Edge to optimise appointment accuracy and provide fast service to their customers. The software now manages the job scheduling of the company's Belgian sales office of 90 technicians. The solution leverages ClickSoftware's machine learning cloud and applies AI to identify patterns in the service chain data in order to be able to make …
Walgreens boosted efficiency in the HR shared services …
Walgreens leveraged RPA technology by Blue Prism to improve the employee experience and make its HR and payroll systems more productive. The drugstore chain assigns tasks to Digital Workers in order to relieve its staff and has boosted efficiency in the HR shared services group by 73%
Deutsche Bank automates 30 to 70 percent of …
Deutsche Bank's Innovation Lab has developed robotic process automation (RPA) to process manual transactions. Deutsche Bank is using RPA to automate functions such as trade finance, cash operations, loan operations, and tax.
Airbnb increases booking conversions by 5% using machine …
AirBnB wanted to better better understand what accommodation requests are accepted or rejected by property hosts. Using logistic regression techniques they modelled whether hosts preferred stays that resulted in limited gap nights, lots or fewer stays, and also how far in advance the bookings were made. AirBnB changed their consumer search results to emphasise host properties that would more likely …