Claim Liability Transfer

Every factual claim in client content carries liability, and AI text generators move the typing but not the responsibility. When a generator invents a statistic or misstates a product spec, the client's legal and reputational exposure lands on the agency that shipped the draft, not on the vendor whose model produced it. The framework asks one question per deliverable: who signs off on each claim, and what evidence backs it? ContentIQ's approach of retrieving sources, testing each claim, and discarding unsupported ones before writing is the clearest production example of liability transfer being handled upstream. Agencies that treat fact-checking as a billable editorial step, rather than a cleanup task, convert a risk into a retainer line item. Those that pass raw output through convert the same risk into an uninsured exposure.