Screening Liability Transfer

Screening Liability Transfer is the principle that when an agency routes a client's hiring through an AI screening layer, the vendor's scoring logic becomes the agency's exposure. The tool decides who advances; the agency owns the outcome. This matters because retainer renewal depends on placement quality, not on how defensible the model was. A concrete case: Forrester reported in September 2026 that 83% of B2C marketing decision makers already work with AI agents, making automated judgment a baseline client expectation rather than a differentiator. That normalization cuts both ways. When a client asks why a strong candidate was filtered out, "the platform scored them low" is not a deliverable. Agencies running recruitment or managed HR work should map every automated screen to a named human reviewer, document the override path, and price the review time into the retainer. Tools such as GoHire, Spark Hire, and Workable all expose scoring and pipeline controls; the governance layer around them is what the client actually buys.