AI and Machine Learning
Azure Search, Azure Machine Learning
The organization is a not-for-profit firm that accredits and certifies nearly 22,000 healthcare organizations and programs in the U.S.
A healthcare organization was amid a digital transformation initiative to achieve business agility. They wanted to improve accuracy in its standards document and reduce manual and laborious tasks, impacting productivity.
The organization maintains state-of-the-art standards that focus on improving the quality and safety of care. They have several surveyors who assess organizations and were challenged to:
The manual process was prone to errors, time-consuming and was not cost-effective. The customer required a robust system that can prompt the surveyor in real-time and set standard labels and performance elements to reduce discrepancies.
After extensive research and consultation with the customer, WinWire developed a Machine Learning model leveraging around 10,000 historical data rows. WinWire implemented the following to support the customer: