This period demonstrated the essential role of AI in enabling businesses to adapt swiftly to shifting situations and keep operational resilience. applying AI in digital transformation initiatives offers many difficulties and considerations for businesses. Addressing these head-on is essential for leveraging AI’s full potential even though miti