Primary framework desk
Why these fields exist
NIST organizes AI risk work around govern, map, measure, and manage, emphasizes defined roles and lifecycle documentation, and states that its actions are not a universal checklist. GAO organizes accountability around governance, data, performance, and monitoring. This builder translates those framework themes into a portable working record; it does not certify framework conformance.