NIST AI RMF APPLICATION DATA GOVERNANCE INFRASTRUCTURE

Organizational culture and commitment

Part of: GV: GOVERN — Policies, Accountability & Culture

Description

Organizational culture and leadership foster responsible stewardship of trustworthy AI aligned with societal values. Culture determines whether governance policies are followed or circumvented.

Suggested Actions

1

Leadership demonstrates visible commitment to responsible AI through resource allocation, personal involvement in governance reviews, and public statements of AI principles

2

Integrate AI ethics into organizational values and decision-making frameworks — responsible AI should be a promoted value, not a compliance burden

3

Recognize and reward responsible AI practices: engineers who flag bias issues, teams that delay launches for additional testing, managers who prioritize safety over speed

4

Foster psychological safety for raising AI risk and ethics issues — establish anonymous reporting channels and protect reporters from retaliation

5

Conduct organization-wide AI literacy training so non-technical stakeholders understand AI capabilities, limitations, and risks well enough to make informed decisions

6

Lead by example: when AI governance conflicts with business objectives, leadership must demonstrate that governance wins — one visible exception undermines the entire program

Related Controls

AI Acceptable Use Policy