AI-Assisted Workflows
Before I Let an AI Agent Act, I Define Who Owns the Decision
I separate assistance from authority, test uncertain inputs and give every automated project action an owner, an evidence trail and a recovery route.
6 min read
Blog category
AI-Assisted Workflows
Human-supervised AI, automation and digital-delivery controls for responsible project work.
Category archive
AI-Assisted Workflows
12 articles
AI-Assisted Workflows
How I Measure an AI Pilot Without Counting Drafts as Delivery
I compare preparation, drafting, review and correction before calling an AI pilot useful. A fictional meeting-notes example keeps accepted results separate from draft output.
5 min read
AI Automation Governance
Seven Gates Before an AI Automation Touches a Creative Project
The correct question is not whether an AI automation can touch the project. It is whether the organisation has defined the customer value, boundaries, evidence and human authority required for it to do so responsibly.
6 min read
Creative AI and Human Judgement
Creative AI Is Infrastructure in 2026. Human Taste Is Still the Release Gate.
Creative AI can accelerate the start and widen the range of options. The work becomes ready for an audience only when a person applies voice, taste, evidence and responsibility to the final decision.
6 min read
AI Content Operations
An AI Content Workflow Needs a Named Owner, Not Just a Prompt
A prompt may start the work. Only a named owner can keep the customer outcome, source material, quality standard and final release connected from beginning to end.
6 min read
AI Tool Selection
Claude Code, Codex and Gemini: What Project Leaders Should Compare Before a Team Adopts One
The best agentic tool is not the one with the longest feature list. It is the one a team can fit to a defined use case, govern responsibly and support after the first demonstration.
6 min read
AI Tools and Digital Delivery
Codex Beyond Coding: The Delivery Controls I Keep Around AI-Assisted Knowledge Work
As agentic tools move beyond isolated code tasks, the project-management question becomes more important: what may the tool do, what evidence must it preserve and who owns the result?
6 min read
Workflow Design and Automation
Before I Automate a Workflow, I Map the Real Work
Automation should remove avoidable friction. It should not accelerate an unclear process, hide a decision or make the customer absorb the organisation’s internal disorder.
6 min read
AI-Assisted Creative Operations
What I Mean by an AI Operating System for Creative Work
An AI operating system is not a collection of impressive tools. It is a controlled way of moving work from a customer need to a reviewed, usable and accountable result.
6 min read
Responsible AI and Customer Experience
Customers Want Useful AI, Not Invisible Decisions: My Trust Checklist
Customers may accept AI when it saves time or makes an interaction more relevant. Trust weakens when AI hides its role, handles sensitive information carelessly or becomes the only route to a meaningful human decision.
6 min read
AI-Assisted Content
My Human-Supervised AI Workflow for Customer-Facing Content
AI may help me research, structure and explore. It does not receive permission to publish, invent evidence or decide what a customer should promise. I keep seven human controls around the content.
6 min read
AI-Assisted Project Delivery
AI Does Not Replace the Project Manager. It Raises the Standard for Coordination.
When more work can be drafted, analysed or delegated at speed, the coordination problem does not disappear. It becomes more demanding because decisions, sources, permissions and review must keep pace.
6 min read