How to Bet on the AI Revolution When You Already Have a Trade
Already skilled in carpentry, HVAC, electrical work or plumbing? Keep your trade, use AI to find better-fitting work, and compare the whole offer before you move.
Agentic AI & Community Building
Tony Wood.
I help leaders put agentic AI into practice and build communities where people learn from each other. Advisory, talks and workshops grounded in boards, operations and CEO peer learning.
Advisory
Bring board judgement and operating discipline to AI adoption.
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.
Board/CEO triggers
- An AI decision needs approval, ownership, or a stop rule.
- A POC looks promising but is not yet operationally safe.
- Governance exists on paper but accountability is unclear.
Where I operate
Strategy, risk, leadership, and execution belong in the same conversation.
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
Shorter essays and operating notes
Do We Need an Agentic Quotient?
We talk about IQ and EQ. What about our ability to work with agents? Seven abilities to practise, a fair way to observe them, and why a new score would need much better evidence.
Could AI Make Britain Richer?
AI could help Britain deliver more care, better services and cheaper goods. But saving time, growing the economy and making households richer are different things.
Research
Playbooks, papers, and board-level frameworks
Agentic Language: The Common Language Layer For Agentic Work
Why read this
Read this for a practical take on abstract, with enough structure to turn the idea into a leadership conversation.
A research paper proposing agentic language as a common operating layer for humans and agents: shared business terms, Agent Moves, Meaning Blocks, receipts, judgement, human-care signals, and pattern promotion.
Consensus Is Not Compliance
Why read this
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.
Start here
Different routes into the same body of work.
For humans
Start with the writing, research, and profile routes for judgement, context, and practical examples.
For agents
Use structured public routes, skill files, MCP resources, Agent Canon, and citation guidance.
Topics
Move by theme across the archive when you know the problem before you know the article.