The healthcare sector is undergoing rapid technological advancement, with artificial intelligence (AI) emerging as a prominent modern technology that enhances health services and improves the quality of patient care. In nursing units, AI has become a vital tool for addressing the challenges of clinical and administrative work, helping to alleviate the burden on nursing staff. AI relies on advanced techniques—such as machine learning, deep learning, and natural language processing—to analyze health data, extract insights, and provide recommendations that support medical and nursing decision-making. Key applications include assisting in clinical decision-making by analyzing patient data and monitoring vital signs—such as blood pressure, temperature, heart rate, respiration, and oxygen saturation levels—while also detecting abnormal changes and issuing early alerts to the nursing team. Furthermore, AI helps predict potential health complications, such as sepsis, falls, pressure ulcers, and clinical deterioration, facilitating early intervention and enhancing patient safety. In the realm of nursing documentation, intelligent systems can convert voice notes into written reports, organize health records, and summarize patient-related information. By reducing the time spent on administrative tasks, these systems allow nurses to focus more effectively on providing direct patient care. Artificial intelligence can also be employed to improve the patient handover process by summarizing clinical information, treatments, and required nursing interventions. Furthermore, it enhances medication safety by issuing alerts regarding allergies, drug interactions, and potential errors. Its role extends beyond the clinical sphere into nursing administration, where it assists in organizing shift schedules, allocating staff based on patient census and health needs, analyzing workload, and optimizing the utilization of human resources. In intensive care and emergency units, these technologies are particularly valuable for continuous patient monitoring and rapid data analysis, while in general wards, they can be used to track patient status, organize nursing care plans, and prioritize care. Additionally, artificial intelligence offers significant opportunities for nursing education and training through virtual clinical simulations, the creation of educational case studies, the production of training videos, and the development of skills for both nursing students and practicing staff. Despite these benefits, the implementation of artificial intelligence faces several challenges, most notably the high cost of certain systems, inadequate digital infrastructure, a lack of technical expertise among some staff, and concerns regarding patient data privacy, information security, algorithmic bias, and the potential for inaccurate recommendations. Therefore, the successful implementation of these technologies requires the provision of appropriate infrastructure, the organization of ongoing training for nursing staff, the establishment of clear ethical and legal guidelines, and the fostering of collaboration between healthcare institutions, universities, and computer engineering faculties to develop solutions tailored to the needs of nursing units. It is essential for healthcare institutions to initiate pilot projects—starting in intensive care and emergency units—and to evaluate their outcomes using metrics such as response time, documentation accuracy, error rates, and the satisfaction levels of both patients and nursing staff. The future is expected to see an expansion in the use of virtual nursing assistants, medical robots, and smart wearable monitoring devices. This will facilitate a transition from traditional care to "smart" healthcare, driven by data analysis and risk prediction. In conclusion, artificial intelligence represents a strategic opportunity to advance nursing units, improve the quality of healthcare services, enhance patient safety, boost staff efficiency, and reduce administrative burdens.However, its success depends on effectively integrating technology with clinical expertise and human skills; artificial intelligence is not a replacement for nurses, but rather a supportive tool that enhances their professional capabilities and assists them in delivering safe, effective, and patient-centered care.Al-Mustaqbal University The first University in iraq