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Which decision do you want to clarify?
Assessing an AI project, understanding how work will change, or questioning what a measurement says: choose a starting point that fits the question you are considering.

How can you use the guides?
Each guide explains the foundations of its subject and the important decision points. Read from the beginning or start with the section closest to your need. Related articles are there when you want more detail.
These guides bring together what I have written so far. As I continue writing on these subjects, I will continue developing the guides.
What are you trying to solve right now?
Start with the situation that feels closest to yours. Each guide offers an introduction to its subject and points to related articles.

Guide
I am assessing an AI project
In this guide: It covers the work problem, the information required, the system's authority, and success criteria together.
How to Design an AI System for Your Business

Guide
I am trying to understand a visibility report
In this guide: It examines the distinction between mentions, citations, and recommendations, along with the measurement conditions and limits of the results.
What Can AI Visibility Measurements Actually Tell You?

Guide
We use AI; I want to clarify how the work will change
In this guide: It discusses the move from tool use to work capacity, changing tasks, and how to use the time that is released.
Building Organisational Capability with AI

Guide
I want to clarify responsibilities in an AI system
In this guide: It covers the scope of use, human oversight, data flow, and who can intervene when needed.
AI Governance and Responsible Deployment

Guide
I want to assess software developed with AI
In this guide: It uses verification, maintenance, deferred work, and rollback decisions to examine whether software is ready for delivery.
AI-Assisted Software Delivery

Guide
I want to preserve and use the company's knowledge
In this guide: It considers decision reasoning, employee experience, maintenance, and handover responsibility alongside access to documents.
AI and Organisational Memory
Writing is not limited to the guides
Not every article belongs to a guide. To go beyond the selections in the guides or browse individual pieces, continue through these archives.