Claims monitoring catches drift approximately 13 weeks faster than audit calendar cadence

Auditing also operates at the wrong unit. A post-level review asks: is this post still accurate? That question treats 200 words of prose and five distinct data claims as a single object. A claim-level approach asks: is this specific statistic, from this specific source, still current? Post-level review scales with post count. Claim-level review scales with the actual liability. The gap between those two numbers grows with every post you publish, and no audit cadence closes it. A claims monitoring layer catches drift when it occurs. Thirteen weeks is the difference between that and an audit calendar.