What changed, and what it was worth
A certificate records attendance. This lesson produces evidence.
A certificate says you watched some videos. Evidence says you changed how work gets done. You finish this course with the second kind.
You re-time your anchor task against the baseline from session 1.1 and convert the difference into hours a month and money a year at your own charge-out rate, including the arithmetic for when the honest answer is zero. If AI did not help your task, that is a legitimate finding and the course treats it as one.
The failure log and the peer review are what make the rest credible. Self-paced courses finish at roughly one in eight; cohorts with reviewed work finish at about four in five. You end by re-scoring your readiness and committing to thirty days, because only 17% of African AI users are daily users and the gap between trying a tool and working with one is the whole point of the course.
46 minutes in total, in sittings short enough to fit a working day. Each one ends with something in your hands.
What you do
Re-time your anchor task against the baseline from session 1.1 and convert the difference into hours a month and money a year at your own charge-out rate. Includes the discipline of not flattering your own numbers, and the arithmetic for when the honest answer is zero.
You walk away holding
A defensible before-and-after figure
What you do
Write down what did not work, where the model let you down, and what you stopped trying. Nobody else will tell you where these tools fail, and it is the part that makes the rest of your dossier credible.
You walk away holding
A short, honest failure log
What you do
Assemble the audit, the prompt, the red-line list, the memo, the measurements and the failure log into one document, then exchange it with someone in your sector track. Self-paced courses finish at around one in eight; reviewed cohorts finish at four in five, and this session is why.
You walk away holding
A reviewed AI Work Dossier
What you do
Re-score your readiness, commit publicly to a thirty-day habit with a fixed re-measurement date, and pick your next two tasks. Only 17% of African AI users are daily users; this session is about joining them.
You walk away holding
A thirty-day commitment and a new readiness score
Four things you keep. They go into the AI Work Dossier you assemble in session 5.3.
A defensible before-and-after figure
From session 5.1
A short, honest failure log
From session 5.2
A reviewed AI Work Dossier
From session 5.3
A thirty-day commitment and a new readiness score
From session 5.4
That is the last lesson. What follows is your own dossier, and whatever you decide to do next.
All twenty sessions, no payment details, one real task from your own job. Register and the lessons come to you.