For most organizations, the payback period is 3–8 weeks after full deployment. This is driven primarily by labor cost recovery: even modest reductions in daily search and filing time across a team of 20+ employees add up quickly against an annual software cost that is typically well under $20,000. Regulated industries with frequent audits often see payback even faster, purely from audit preparation time savings.