The K-12 Educational Atlas is a state-agnostic analytics engine designed to standardize and unify fragmented state-level public K-12 education data. By consolidating indicators across assessments, demographics, staffing, and funding models into a cohesive, normalized schema, we enable transparent performance analysis, equity comparisons, and administrative audits across multiple US school systems.