RPA Success Story. UiPath
International IT Company
Customer employees should validate the tax amount charged in a vendor contract (tax rates vary for different groups of vendors and are defined in the customer’s database), then skype to extract human reference numbers.
Business tasks: to reduce amount of manual work, to train and support customer’s team to build automation for other SAP cases.
UiPath was selected as the vendor.
- Create an information extraction model, implement a predefined data storage with a list of vendors, and conduct an additional similarity check
- Create a stamp detection model based on Tensorflow, Keras, and Open CV. Develop a script that locates a stamp in a document to help the business analytics team prepare a machine learning training set with 100 percent correctly marked data
- Create MS Access and Skype automation
- Develop an automatic tool to decrypt documents online
- 84% reduction of manual effort
- 95% process automation
- Trained in-house team that can build automation for other SAP cases.