Bias in AI hiring isn't just a technical problem—it's a supply chain problem. Even if each vendor's component works fairly in isolation, their combination can discriminate, yet no single party has visibility into the whole system or clear accountability for fixing it.
AI hiring systems are built from components supplied by different vendors—data providers, model makers, platform companies—creating fragmented responsibility chains.