AI Co-Pilot for Business Work
Business students who want to use generative AI reliably in everyday analysis, writing and coordination work — without handing over the judgement.
What you will be able to do
- Build reusable prompts for defined business tasks.
- Compare AI outputs against a supplied brief and source pack.
- Configure three low-risk automated work tasks with human review.
- Document inputs, assumptions, and escalation points.
How this is assessed
Personal prompt library + 3 automated work tasksSubmit an organised prompt set and three demonstrated workflows — a document or folder link, plus a short screen recording or step-through a reviewer can follow. A practitioner reads it against the rubric below and returns a written mark. If it does not pass, you get the reasons and one resubmission.
| Grade | What earns it |
|---|---|
| Pass | The prompt set is organised and the three workflows function as described. |
| Merit | Testing is documented, and the improvement over the manual method is measurable. |
| Distinction | Strong safeguards — escalation points, review steps and named limits a manager could adopt unchanged. |
Before you submit
- The prompt set is organised by task, and each prompt names its role, context, constraints and output format.
- Each prompt says what it is for and what it is not for.
- Three workflows are demonstrated end to end, in a way a reviewer can follow without your help.
- For merit: testing notes show what you changed and what measurably improved.
- For distinction: escalation points, review steps and named limits are written down.
Handing it in
Marked by a business operations, consulting or enablement practitioner who has implemented generative-AI workflows and reviewed their quality with non-technical teams. You will need an account to submit, so that the mark has somewhere to land. Sign in or create one. The modules are open either way.
Modules
6 modules, self-paced. Nothing is timed and nothing is scored.
- 1Task selectionMap repetitive work and its quality bar.
- 2Prompt patternsSpecify role, context, constraints, and format.
- 3Output reviewTest claims, calculations, and tone.
- 4Work automationConnect low-risk steps with approvals.
- 5Personal systemOrganise prompts and usage notes.
- 6Putting it togetherThree working tasks, and the revisions that got them there.
This course stacks
Uses AI competently, knows what it does to the people downstream, and checks its output before anybody acts on it.
A credential is issued when all of its artifacts have passed. It records the courses, the bands and the dates, nothing else, and no score.