WEBIX BLOG

This article was prepared in collaboration with our partners Bigscal software development company and highlights their real-world experience integrating AI into a healthcare software product.

The healthcare industry has experienced a colossal change recently due to the application of artificial intelligence (AI) and machine learning (ML). For instance, according to an AMA survey, 66% of physicians surveyed said they used artificial intelligence in healthcare in 2024, compared to just 38% in 2023.

ETL stands for Extract, Transform, Load which are the three fundamental functions of database management. ETL tools typically combine all these functions into a single programming tool. With ETL, the application first reads data from a specified database and then transforms them to the desired format. The transformed data are written to a specified database which may or may not be new.

Cross-platform app development with Xamarin allows software companies to save a great deal of time and significantly boost profits. App developers can accelerate mobile app creation processes using Xamarin.iOS with Xamarin.Android or Xamarin.Forms, the Visual Studio Library.

This is a guest post by Dragos Stoica.

The initial task

My objective was to design and implement a simple application allowing me to manage my freelance business. The application is called iFact and is available on github. The basic activity consists in getting contracts with clients, performing the work or service and invoicing the client. Also, I needed to manage the invoice flow and to have a minimal dashboard for cash flow control. The volume of invoices is low: from one to a couple of invoices per month. The number of clients and contracts per client is low, it means 5 to 10 clients with 1-3 contracts per client, normally one single contract active at any given moment in time.