Respiratory failure is a complication of pneumonia known to contribute substantially to worldwide morbidity and mortality, given that, in most cases, it necessitates ventilatory support to maximize oxygenation and prevent deterioration of the patient's clinical status. Noninvasive ventilation (NIV) has emerged as a possible alternative to invasive mechanical ventilation (IMV) with noteworthy advantages, including reduced ICU admissions, lower intubation rates, and fewer ventilator-associated complications. This retrospective study aims to analyze the efficacy of NIV in promoting clinical outcomes in pneumonia patients suffering from acute respiratory failure (ARF). A total of 840 patients were analyzed. The mean age was 52.62 years (SD = 21.08), with equal distribution concerning gender. There was a mean distribution of 2.53 comorbidities (SD = 1.66), with an average duration of symptoms of 15.21 days (SD = 8.13) before admission. Oxygenation parameters increased significantly following NIV intervention, with a mean SpO₂ post-treatment of 90.31% (SD = 5.68) and a mean PaO₂ of 74.64 mmHg (SD = 14.69). Clinical outcomes showed that NIV achieved an average decrease in ICU admission of 49.3% and an average decrease in intubation rates of 50.7%. The mortality rate remained very high at 49.7%, while the readmission rate stood at 50.0%, suggesting a continuing clinical hazard even after the patient recovered for some time. Quality-of-life scores averaged 5.74 on a 10-point scale, indicating moderate improvement after treatment. There was also evidence that more than half of the patients required rehabilitation support after discharge from the hospital. This highlights the paramount need for structured post-acute care. NIV has drawbacks, as it was not efficacious for all patients, and patient selection criteria, timing of intervention, and severity of illness heavily influenced the outcomes of treatment. There is a definite promise for NIV to be used as the first-line intervention for ARF associated with pneumonia, as it improves oxygenation, reduces the necessity for IMV, and assists recovery post-treatment. Further studies are required to standardize ventilatory regimens, triage patients, and investigate long-term outcomes. Therefore, because of its advantages in clinical care, NIV should be considered a critical management modality for treating respiratory failure due to pneumonia.