Clauses 7 + 7.1 establish ethical requirements definition and traceability. Per public IEEE 7000-2021 abstract + Wikipedia + academic literature (full IEEE text NOT reproduced): translate prioritised ethical values + stakeholder concerns into system requirements; functional ethical requirements (e.g. consent mechanism + bias detection + explainability interface) + non-functional ethical requirements (e.g. fairness threshold + privacy guarantee + transparency level); requirements specified using INCOSE SE Vision + IEEE Std 29148 + INCOSE Guide for Writing Requirements; SMART criteria (Specific + Measurable + Achievable + Relevant + Time-bound) + verifiable + traceable; value-based requirements traceability matrix linking each ethical requirement to: source value + stakeholder + use case + risk + verification method + acceptance criteria. Integration with system engineering process: requirements engineering + design + verification + validation + deployment + operations + retirement; ethical requirements integrated into Stakeholder Requirements Specification + System Requirements Specification + System Architecture Document + System Design Document + Verification Plan + Validation Plan; iterative refinement throughout V-model / Agile / DevOps lifecycle. AI model validation and testing: bias testing + fairness audit + explainability testing + robustness testing + adversarial testing + edge case testing + concept drift testing + uncertainty quantification + IEEE P2841 AI Validation + EU AI Act conformity assessment + NIST AI RMF MEASURE. Coordinates with INCOSE Systems Engineering + IEEE Std 29148 (Systems and Software Engineering - Life Cycle Processes - Requirements Engineering) + ISO/IEC 12207 + ISO/IEC 15288 + DevOps + MLOps + GitOps + EU AI Act Annex IV technical documentation. IEEE 7000 Ethical Requirements applies.
The graph holds this control, the 0 it maps to, and the evidence behind each claim, over MCP and REST.