The key is pairing AI adoption with proper governance before problems arise. In practice, this means keeping humans in the loop on classification decisions, auditing what your AI tools are actually doing under the hood, and ensuring all contracts are reviewed by legal and HR experts rather than used straight from AI output. It also means making sure your data collection practices align with the laws that apply in each contractor's jurisdiction. AI governance should be formalised at a policy level and implemented company-wide, not treated as something to address after an audit flags an issue.

The EU AI Act classifies AI tools used in employment decisions as high-risk systems. From August 2026, any company that works with or affects EU citizens must comply with obligations around risk evaluation, bias testing, documentation, continuous monitoring, and human oversight. This applies regardless of where the company is headquartered, so businesses with global contractor teams need to act now.