Governance Beta™
Governance Beta™: Understanding the Human Side of AI Assurance
AI systems can produce technically accurate outputs and still create poor organizational decisions. Different stakeholders may define fairness, transparency, accountability, dignity, trust, and acceptable risk in different ways.
Governance Beta™ provides a structured approach for identifying and examining those differences. It helps organizations understand where stakeholder expectations align, where gaps may create risk, and where human oversight, policy, documentation, or engagement should be strengthened.
Within the Training Center, Governance Beta™ supports learning in:
- Human-in-the-loop decision assurance.
- Stakeholder and values analysis.
- Responsible AI governance.
- AI risk and impact assessment.
- Decision documentation and accountability.
- Ethical language and organizational alignment.
Governance Beta™ is not presented as a substitute for legal, compliance, cybersecurity, or technical testing. It strengthens the human, organizational, and decision-assurance dimensions of responsible AI.
Governance Beta™ professional education
- GB-401 Governance Beta™ FoundationsIntroduce the Governance Beta™ methodology, terminology, decision model, ethical dimensions and governance concepts.Professional Education · 4 hr
- GB-402 Governance Beta™ PractitionerTeach professionals how to apply Governance Beta™ to AI-enabled processes, decisions, assessments and governance environments.Practitioner Training · 6 hr
- GB-403 Human-in-the-Loop Assessment PractitionerSpecialized instruction for evaluating human intervention points, meaningful review, decision authority, escalation and accountability.Practitioner Training · 5 hr
- GB-404 AI Decision Assurance PractitionerAdvanced application of Governance Beta™ to the evaluation and assurance of AI-assisted decisions.Advanced Practitioner Training · 6 hr
Intellectual property
Governance Beta™ and AI Decision Intelligence materials are proprietary intellectual property of The Dade Companies LLC and are delivered through authorized programs of AI Govern Consulting LLC.
Methodology instruments, scoring models, and evaluation criteria are shared with licensed program participants and are not published.