Influenza A virus (IAV) infection during pregnancy is associated with stillbirth and preterm birth. We hypothesized that maternal IAV infection disrupts placental and fetal immune networks in ways that correlate with disease severity. Pregnant pigtail macaques were inoculated with IAV [A/California/07/2009 (H1N1)] and underwent delivery and fetal necropsy 5 days postinfection (N = 11), with comparison to uninfected controls (N = 16). Stillbirth occurred in 18% of infected pregnancies and in no controls. Although vertical transmission was not observed, low levels of viral RNA were detected in two placentas. Maternal infection was associated with induction of a type I interferon response in the placenta and altered innate and adaptive immune cell populations in the fetus. Maternal disease metrics (e.g., lung viral load and interferon-α) were rarely associated with placental immune perturbations but frequently linked to fetal immune cell populations (CD4+ and CD8+ T cells and monocyte subsets). Collectively, these data indicate that maternal IAV disease severity is associated with dysregulated fetal immunity.