Research, practical frameworks and guidance for businesses, filed under HR and learning.
Sending one person on an AI course to teach the rest works only if the handover is built. Here is the evidence, the three-question Relay Test and a comparison of three ways to train a small team.
Telling staff to be careful with AI does not work. A twenty-minute Seeded Error Drill, with three planted mistakes and a sheet you can copy, trains the checking skill most AI training skips.
An owner can almost always require a standard of work, but requiring staff to use AI changes how the job is done. Here is the Method Line, a four-row table of asks, and what UK and US guidance says, checked on 25 October 2026.
Surveys from PwC, Gallup and the UK government show AI use rising while access to learning lags. The Access Grid is a one-page table that shows which roles in your team lack a tool, permission, protected time or someone to ask.
Managers are the people employees turn to when AI use gets awkward, and most do not feel ready. Run the Friday Four: a fifteen-minute weekly conversation, a copyable sheet and a table of what to settle yourself or send to the owner.
AI can help with hiring, but the risk starts when it ranks, scores or rejects people. Draw the Sort Line, name an owner for every step below it, and copy the hiring sheet and candidate notice.
Most owners do not know what AI training to buy. Run the Gap Test on one job: is the gap skill, permission, time or judgment? Then fill in a one-page brief and decide what to train, fix or skip.
Headcount stays flat when a team starts using AI, so nobody thinks the job changed. This guide gives you the Core and Margin Rule and a one-hour role review sheet you can copy for every role in your business.
New hires use AI from their first morning, often with habits formed under another employer's rules. Here is a one-month plan, the Three Firsts, that gives a starter your rules on day one, your way of working in week one and an AI job of their own by day thirty.
Prompting is a job skill, but underneath it is the old skill of giving a clear brief. Here is the New Hire Test, what the research says, and a practical way to teach prompting to a small business team in a month.
Most AI training changes what a team knows, not what it does. Here is what works for small business teams instead: four things every training plan needs, the evidence behind them, and a 30-day plan a 20-person business can run without a data team.
