AI & Human Agency Briefing
AI & Human Agency Briefing
Program design complete. Future delivery availability is in preparation.
Executive Briefing — 60 to 90 minutes
The briefing focuses on one important AI-assisted workflow and helps a leadership team clarify:
- who owns the final decision,
- what human capacity is required,
- who can challenge the output,
- who can override the process,
- what must remain human,
- and how the organization will learn when it is wrong.
The 90-minute version adds focused diagnostic scoring and a first 30-day action.
Half-Day Workshop — approximately 4 hours
Module 1 — Why human maturity matters
Identify one important AI-assisted workflow and distinguish technological capability from human governance.
Module 2 — Map the workflow and decision owner
Clarify AI contribution, human reviewer, final decision owner, override authority, escalation authority, affected stakeholders, and consequences if the decision is wrong.
Module 3 — Capacity-fitted respondability
Ask whether the responsible human has sufficient knowledge, context, time, access, authority, skill, practice, support, and discernment.
Module 4 — Discernment, challenge, and correction rights
Define who may challenge, pause, escalate, override, and reopen an AI-assisted decision.
Module 5 — Skill preservation and relational consequences
Identify human capacities the organization refuses to let atrophy simply because AI can perform the task faster.
Module 6 — 30-day governance action plan
Use:
Truthful assessment → capacity-fitted expectation → nourishment/support → meaningful participation → observable development → progressively enlarged respondability.
Full-Day Workshop
The full-day format adds the complete Human Agency Under AI reflection, a workflow redesign lab, leadership operating agreements, implementation ownership, and 30/60/90-day review points.
Current availability
Program design complete. Future delivery availability is in preparation.