Operational Resilience Is The First AI Task
Before you give an agent more intelligence, decide what failure you can survive. Operational resilience is the first task, not the final check.
Board & Operations
I work across boards and operations to turn intent into execution: better decisions, clearer accountability, and systems that stay useful when they meet operational reality.
Advisory
I advise boards, CEOs, operators, and senior teams who need to make AI useful without losing sight of accountability, access, risk, and operational reality.
The work is practical: challenge the AI operating model, test the POC logic, clarify who owns what, and make the next decision easier to defend.
Where I operate
This site brings together practical writing, deeper research, and a public agent-readable layer for people working through complex decisions about AI, governance, operations, and organisational capability.






Latest writing
Before you give an agent more intelligence, decide what failure you can survive. Operational resilience is the first task, not the final check.
AI can advise, challenge, and inform. It cannot take responsibility for the judgement you choose to make.
AI can help us build at extraordinary speed. It cannot reliably warn us about rules, risks, and details we do not yet know exist.
Research
Read this for a practical take on copy starter instruction, with enough structure to turn the idea into a leadership conversation.
A compact public agent-facing companion for Tony Wood's Agentic Language research paper, defining Agent Moves, Meaning Blocks, evidence, confidence, uncertainty, routes, human notes, and stop-line boundaries.
Read this for a practical take on abstract, with enough structure to turn the idea into a leadership conversation.
A research paper proposing consensus as a disciplined process of conviction, evidence, listening, challenge, adaptation, and commitment, then translating that human governance model into agentic systems.
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