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Background Pregnant subjects suffer disproportionate morbidity and mortality from several viral infections, yet remain routinely excluded from antiviral and immunomodulatory clinical trials. The evidence base used for treatment selection is therefore scattered across small cohort studies, post-marketing registries, case series, and indirect data from nonpregnant populations. An umbrella review may be useful in systematically examining the range, quality, and coherence of evidence for safe and efficacious antiviral and immune-based interventions during pregnancy. Objectives To synthesise evidence from systematic reviews and large observational studies assessing pregnancy safety and clinical outcomes of antiviral and immune-based treatments for non-congenital viral infections (e.g., influenza, Coronavirus disease 2019 (COVID-19), Monkey pox(mpox), herpes simplex virus (HSV), varicella-zoster virus (VZV), hepatitis B virus (HBV) and hepatitis C virus (HCV), Human Immunodeficiency Virus (HIV), and other viruses). Methods This study was conducted as an umbrella review of systematic reviews and large pregnancy cohort studies following PRIOR and PRISMA-2020 reporting guidelines. We searched MEDLINE, Embase, Cochrane Library, and CINAHL from inception to December 2025 for systematic reviews and high-quality pregnancy cohorts regarding pharmacologic management of viral infections in pregnancy. Data were extracted on maternal outcomes, fetal/neonatal outcomes, and antiviral/immune-therapy safety signals. The quality was evaluated with AMSTAR-2 and GRADE. Results Forty-three eligible reviews and 27 pregnancy cohorts were incorporated. Robust evidence demonstrates the safety of oseltamivir against influenza, acyclovir/valacyclovir for HSV/VZV, tenofovir disoproxil fumarate (TDF) and lamivudine to treat HBV, and combination ART for HIV. Nirmatrelvir/ritonavir (Paxlovid) and remdesivir evidence in COVID-19 pregnancy is somewhat modest but increasingly encouraging, with no excess important congenital anomalies. For tecovirimat in mpox and ribavirin alternatives for viral hemorrhagic fevers, data are still very scarce. No antiviral yielded consistent signals across therapies of teratogenicity; however, the vast majority of evidence is observational with moderate-to-low certainty. Conclusion Substantial heterogeneity and continued trial exclusion from pregnant subjects reduce antiviral evidence; however, various treatments offer favourable safety profiles. There are pressing omissions in mpox, new COVID-19 antivirals, and emerging pathogens. Therefore, further development of dedicated pregnancy pharmacokinetic studies and parallel-trial inclusion strategies is urgently needed to further enhance evidence-based care for viral infection in pregnant women.