Your AI vendor contract isn’t agentic AI governance
Updated 17 October 2026. An AI addendum can allocate responsibilities. It cannot revoke a credential. That is the difference I want procurement conversations to keep in view.Contracts matter.…
The writing archive
enterprise AI
I write about AI agents, governance and product decisions. Usually because a question won’t leave me alone. Have a different take? I’d like to hear it.
43 essays & field notes43 articles
The AI agent accountability gap nobody ships
Updated 17 October 2026. An agent has a task. A credential has an owner. A business process has someone responsible for the result. Those three facts need to…
The EU AI Act’s High-Risk Deadline Just Got Pushed to 2027
Updated 17 October 2026. The high-risk AI deadline moved, but the AI Act did not disappear into a drawer. Treating the change as a blanket pause is how…
EU AI Act compliance 2026: are enterprises really ready?
Updated 17 October 2026. Readiness is a claim about a particular system and its evidence. It is not a percentage printed beside a green traffic light.Earlier versions of…
AI governance starts with an inventory you can actually use
Updated 17 October 2026. Before asking whether an AI system is ready for a regulatory deadline, ask whether the organisation can find it. An inventory is basic work.…
An AI deregulation headline does not settle your obligations
Updated 17 October 2026. A political signal is not a deployment assessment. “Deregulation” can describe an administration’s direction without answering what a particular organisation must do with a…
The voluntary AI governance gamble is follow-through
Updated 17 October 2026. The gamble in voluntary governance is not simply that somebody can decline to participate. It is that a serious finding may have no clear…
AI harm needs an investigation, not a blame shortcut
Updated 17 October 2026. Who should investigate, who should help the affected person and who may be legally liable are different questions. Collapsing them into a single blame…
Sovereign AI procurement needs an exit test
Updated 17 October 2026. A service can be local and still be difficult to leave. Exit is therefore a useful sovereignty question: what can the organisation take with…
AI accountability must survive the prioritisation meeting
Updated 17 October 2026. It is easy to agree that accountability matters. The interesting decision arrives when the work competes with a feature somebody can demonstrate on Friday.Make…
AI governance needs an owner, not another deadline
Updated 17 October 2026. This article has been revised to separate the policy timeline from the product argument. See the current AI Act timeline for the category-specific dates…
Colorado AI rules: documentation still has work to do
Updated 17 October 2026. Colorado’s 2026 changes should not be described as the disappearance of developer accountability. That earlier framing was too broad. The enacted SB26-189 includes technical…
Turn AI governance into a control backlog
Updated 17 October 2026. This article has been revised to separate the policy timeline from the product argument. See the current AI Act timeline for the category-specific dates…
Stop mixing legal uncertainty with unfinished product decisions
Updated 17 October 2026. This article has been revised to separate the policy timeline from the product argument. See the current AI Act timeline for the category-specific dates…
EU-aligned AI is a starting point, not a local compliance verdict
Updated 17 October 2026. This article has been revised to separate the policy timeline from the product argument. See the current AI Act timeline for the category-specific dates…
The autonomous enterprise still needs an exception owner
Updated 17 October 2026. An automated workflow can complete many steps and still leave one awkward decision unresolved. That is where the organisation discovers whether autonomy came with…
Measure AI governance by demonstrated controls
Updated 17 October 2026. An adoption percentage and a governance percentage may measure different things. Subtracting them can produce a dramatic headline without producing a useful management decision.…
AI governance belongs in the release process
Updated 17 October 2026. This article has been revised to separate the policy timeline from the product argument. See the current AI Act timeline for the category-specific dates…
AI standards: what to build while guidance evolves
Updated 17 October 2026. This article has been revised to separate the policy timeline from the product argument. See the current AI Act timeline for the category-specific dates…
AI monitoring needs a response, not just a dashboard
Updated 17 October 2026. This article has been revised to separate the policy timeline from the product argument. See the current AI Act timeline for the category-specific dates…
Plan the critical path for AI governance
Updated 17 October 2026. This article has been revised to separate the policy timeline from the product argument. See the current AI Act timeline for the category-specific dates…
Separate AI policy arguments from product requirements
Updated 17 October 2026. This article has been revised to separate the policy timeline from the product argument. See the current AI Act timeline for the category-specific dates…
How to assess an AI policy proposal
Updated 17 October 2026. This article has been revised to separate the policy timeline from the product argument. See the current AI Act timeline for the category-specific dates…
Scenario planning for changing AI rules
Updated 17 October 2026. This article has been revised to separate the policy timeline from the product argument. See the current AI Act timeline for the category-specific dates…
Prepare AI governance evidence for procurement
Updated 17 October 2026. This article has been revised to separate the policy timeline from the product argument. See the current AI Act timeline for the category-specific dates…
Collect AI evidence before the deadline scramble
Updated 17 October 2026. This article has been revised to separate the policy timeline from the product argument. See the current AI Act timeline for the category-specific dates…
Agent governance starts at the action boundary
Updated 17 October 2026. An agent’s most important boundary is often the point where a suggestion becomes an action. That transition deserves a product decision, not an accidental…
Deferring AI governance work is a decision
Updated 17 October 2026. This article has been revised to separate the policy timeline from the product argument. See the current AI Act timeline for the category-specific dates…
AI governance for small product teams
Updated 17 October 2026. This article has been revised to separate the policy timeline from the product argument. See the current AI Act timeline for the category-specific dates…
Make AI governance an operating routine
Updated 17 October 2026. A governance framework becomes operational when it changes what people do on an ordinary working day. A document launch is not the same milestone.Put…
Answer the AI assurance question your customer asked
Updated 17 October 2026. This article has been revised to separate the policy timeline from the product argument. See the current AI Act timeline for the category-specific dates…
A written AI policy is not evidence of enforcement
Updated 17 October 2026. A written policy is a starting point. The question is whether a person or system behaves differently because it exists. Earlier unsourced market percentages…
Budget for the operation of responsible AI
Updated 17 October 2026. Responsible AI has operating costs after the launch deck is finished. Someone has to maintain tests, review exceptions and keep the evidence aligned with…
Make AI risk classification reviewable
Updated 17 October 2026. This article has been revised to separate the policy timeline from the product argument. See the current AI Act timeline for the category-specific dates…
Manage AI governance exceptions properly
Updated 17 October 2026. This article has been revised to separate the policy timeline from the product argument. See the current AI Act timeline for the category-specific dates…
Read AI readiness surveys before repeating the numbers
Updated 17 October 2026. This article has been revised to separate the policy timeline from the product argument. See the current AI Act timeline for the category-specific dates…
Know your agent: build a useful identity record
Updated 17 October 2026. “Know your agent” is a useful product question when it means more than giving software a name. The record should explain why the agent…
Agentic AI liability: design the evidence before the dispute
Updated 17 October 2026. Imagine an agent making a consequential change that nobody intended. The first useful question is what actually happened. A confident explanation without records can…
Manage the AI compliance transition
Updated 17 October 2026. This article has been revised to separate the policy timeline from the product argument. See the current AI Act timeline for the category-specific dates…
Prepare AI evidence for scrutiny
Updated 17 October 2026. This article has been revised to separate the policy timeline from the product argument. See the current AI Act timeline for the category-specific dates…
AI transparency should help people decide
Updated 17 October 2026. This article has been revised to separate the policy timeline from the product argument. See the current AI Act timeline for the category-specific dates…
Map the dependencies behind AI governance
Updated 17 October 2026. This article has been revised to separate the policy timeline from the product argument. See the current AI Act timeline for the category-specific dates…
AI contract promises need a product owner
Updated 17 October 2026. A contract can promise a capability that nobody has designed. That is how a commercial sentence becomes an operational surprise several months later.Translate the…
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