Perspective
Technology & Governance
When the Agent Decides: Who Answers?
Delegation removes the human from the workflow.
It does not remove the organisation from the liability.
Perspective
Governance & Leadership
The board said yes. To what, exactly?
The board approved the AI budget. It has not yet designed the AI governance.
Practice
Tech & AI
The model hallucinated. Your liability did not.
729+ documented AI hallucination incidents in enterprise and legal settings by 2025. Sanctions reaching six figures. California AB 316, in force since January 1, 2026, eliminates the AI-did-it defense. The model's error is your liability. The question is whether you have built the controls that make it defensible.
Practice
Tech & AI
Deploy the agent. Not the liability.
97% of enterprise leaders expect a material AI agent incident within the year. Only 14.4% of agents went live with full security approval. The gap is not a model problem. It is a governance problem. Four questions close it before go-live.
Perspective
Retail & Consumer
The Sustainability Squeeze: The AI is deployed. The objective isn’t.
The AI your supermarket deploys to cut costs and the AI that could halve its carbon footprint are the same system.
E.Leclerc ranked last of 27 European chains. Carrefour 12th. No French retailer in the top 10.
The gap is not technological. It is a configuration decision that has not been made.