Build AI That Is Responsible, Accountable and Trustworthy
Artificial Intelligence creates significant opportunities—but also introduces new ethical, legal, operational, security, privacy, and societal risks.
Select a center to explore guidance, standards and practitioner resources
Artificial Intelligence creates significant opportunities—but also introduces new ethical, legal, operational, security, privacy, and societal risks.
The IBACTP® AI Ethics & Governance Resource Center provides practical guidance for professionals responsible for developing, implementing, governing, evaluating, or overseeing AI systems.
Explore the core principles supporting trustworthy AI:
Identify and reduce inappropriate discriminatory outcomes across AI systems.
Ensure relevant stakeholders understand how and where AI is being used.
Develop appropriate mechanisms for understanding and communicating AI decisions.
Define responsibility for AI decisions, outcomes, controls, and oversight.
Protect personal and sensitive information throughout the AI lifecycle.
Protect models, data, applications, infrastructure, and users from AI-related threats.
Maintain appropriate human review and intervention for consequential AI decisions.
Ensure AI systems operate consistently within intended parameters.
IBACTP® recommends viewing AI governance as an enterprise lifecycle rather than a single compliance activity.
Establish policies, roles, accountability, oversight, and governance structures.
Maintain visibility into AI systems, use cases, vendors, data, models, and dependencies.
Evaluate risk, privacy, cybersecurity, bias, compliance, performance, and potential impact.
Implement technical, organizational, procedural, and contractual safeguards.
Continuously evaluate AI behavior, model performance, risk indicators, incidents, and changes.
Provide appropriate governance reporting to executives, boards, regulators, customers, and other stakeholders.
Use monitoring, incidents, audits, regulatory developments, and organizational learning to strengthen governance.
Pair these resources with an IBACTP® credential that validates the competence they describe.
