Data integrity ensures that information remains accurate, complete, and reliable throughout its lifecycle. In pharmaceutical manufacturing, the ALCOA+ principles define what good data looks like—ensuring it is attributable, legible, recorded in real time, original, and accurate for audit readiness and decision-making.