
The memory layer: how AI agents remember what your agency knows
A memory layer is one shared record of what your business knows, which every AI agent and every person works from. What goes in it, and how to start one.
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What’s working, what isn’t, and what I’d do first. Written from real work, not predictions.

A memory layer is one shared record of what your business knows, which every AI agent and every person works from. What goes in it, and how to start one.

A fractional chief AI officer leads AI in your business for a few days a month. What the role covers, how it differs from a hire, and whether you need one.

An AI consultant works out where AI should change how a business runs, then makes that change happen with the team. Here’s what the job looks like week to week.

What AI consultants charge in the UK: day rates, monthly retainers and fixed-fee assessments, from the prices firms publish. Plus my own, in full.

An AI readiness assessment shows where AI should change your business first, and what to leave alone. What a good one covers, plus a checklist to run yourself.

An AI champion is the person inside your team who makes AI stick. Why one of them does more than any workshop, who to pick, and what to ask of them.

Agentic coding means an AI agent plans, writes and checks code for you. Here is how to set it up in an agency so what comes back meets your standards.