Posts

Posts uit oktober, 2020 weergeven

Robotic Process Automation hackathon

Afbeelding
In the recent SAP iRPA Hackathon - september 2020, the itelligencegroup team demonstrated positive and intelligent robotic process automation experiences. To understand this, you need to know what is going on under the hood: Integrated the digital human platform, SAP Conversational AI, and seven iRPA bots to incorporate webpages, SAP S/4HANA, machine learning, and email.The conversational AI allows Thorsten to use his voice to communicate in his natural language. The iRPA bots carry out the hard work upon Hackstrid’s command.To recognize and categorize the requests in Thorsten’s inbox, we deploy state-of-the-art natural language processing techniques. This meant that we could also capture email semantics and entities. We used transfer learning from a two-million-word deep learning model with 685,000 unique vectors of 300 dimensions. From here, we retrained the last layer of the deep learning model to learn classification schemes for our particular problem.SAP iRPA Hackathon…