Set risk appetite and challenge delegation boundaries.
- Which outcomes justify material agent authority?
- Can management demonstrate that intervention works?
- Where is unresolved exposure concentrated?
C-suite playbooks
One operating model. Different leadership work.
Agentic transformation crosses strategy, operations, technology, data, people, finance and risk. Shared accountability does not mean blurred decision rights.
Make agentic operation a collective C-suite agenda.
- What enterprise choices should AI improve?
- Which power, incentive or accountability conflicts require resolution?
- Who owns the operating result?
Own end-to-end workflow redesign and recovery.
- Where does judgment create differentiation?
- Which exceptions matter more than the happy path?
- What does acceptable service look like?
Provide shared context, identity, policy and observability.
- Can every agent and action be attributed?
- Which controls should be reusable across platforms?
- Is enterprise meaning consistent enough for action?
Redesign roles while protecting voice and judgment.
- How does work change, not only task volume?
- Who gains or loses discretion?
- What capability must people retain when systems fail?
Test value, downside and portfolio exposure.
- What is the baseline economic outcome?
- What is the cost of control and failure?
- Which evidence releases the next tranche of investment?
Executive team working session
The CEO does not need to choose which function wins the AI debate. The executive team must design how their mandates connect.
1. Name the outcome
Choose a consequential result with a known owner and current baseline. Avoid starting with a technology capability.
2. Draw the authority line
Mark decisions that remain human-led, become recommendations, or may be executed inside bounds.
3. Exercise the exception
Choose a plausible failure or edge condition. Decide who knows, who can intervene, and what safe recovery means.
4. Agree the evidence
Define what would support expansion, trigger revision, or require withdrawal of authority.