The demand for skilled IT professionals is increasing, leading to a shortage in the industry. To overcome this challenge, many organizations are turning to automation, particularly through the use of artificial intelligence and machine learning tools. However, manual processes and a lack of visibility into shadow IT remain concerns for IT teams.