Human-Centered AI Governance Institute
ETHICS · GOVERNANCE · ACCOUNTABILITY · IMPACT
Willcox, Arizona
Independent consulting, research, and education
We help boards, executives, professional teams, and public institutions establish ethical oversight, clear accountability, human decision authority, and measurable AI impact before and after deployment.
The Institute’s foundation
Technical capability does not by itself establish that an AI system is appropriate, trustworthy, or safe.
Evaluate AI against human values, professional obligations, fairness, dignity, privacy, and foreseeable consequences.
Establish decision rights, policies, approval controls, evidence requirements, oversight, and escalation procedures.
Identify the people responsible for authorization, monitoring, challenge, correction, and final consequential decisions.
Measure effects on people, organizations, communities, professional practice, public trust, and society.
Develop practical policies, authority structures, approval processes, oversight controls, and documentation requirements.
Evaluate whether the organization is prepared to acquire, deploy, monitor, challenge, and retire AI systems responsibly.
Clarify decision rights, material risks, accountability, human oversight, and the questions leaders should ask before approving AI use.
Provide practical instruction on responsible AI use, governance, ethics, risk management, professional judgment, and human authority.
Governance before deployment
Responsible governance begins before a system is selected, purchased, developed, or deployed. Organizations need clearly assigned authority, documented evidence, meaningful human review, continuing risk monitoring, and the ability to correct or discontinue systems that fail to meet professional or organizational standards.
Discuss an AI governance assessment, executive consultation, policy review, education program, or organizational readiness engagement.