OPERATIONAL GUIDANCE
Human-governed AI data
Human-governed AI data programs use explicit guidelines, trained reviewers, adjudication, sampling and measurable acceptance thresholds. Tasheel Express documents the responsible owner and the acceptance point for every handoff so the workflow does not depend on circular navigation or unclear next steps.
This guidance has been consolidated
Rather than repeat the same operating principles across many short pages, this topic now belongs to a broader reference guide with fuller context, practical decisions and links to the relevant services.
Open the authoritative guide