AI curriculum that goes past prompt basics

AI curriculum design decides what each role in your organisation needs to learn about AI, in what depth, and in what order. It covers role mapping, use-case selection, pathway architecture, governance content and the refresh plan that keeps the programme current. The output is a specification for an AI upskilling programme, not the courseware itself and not a licence to a content library.

Libraries are cheaper and work well for awareness. They fall down when people return to work, because the examples are not your workflows, the tools are not the ones you licensed, and nothing addresses your data handling rules. Most clients use both: a library for baseline fluency, and a designed programme for the roles where AI has to change how work gets done.

A single-role pathway usually takes four to six weeks from baseline to build brief. A multi-role programme covering engineering, data and business functions runs ten to fourteen weeks. If you need something in front of learners sooner, we design one pilot pathway first and architect the rest around what the pilot data shows.

No. You receive a build brief and a refresh log naming which modules date fastest and what triggers a rewrite, both written for any team to execute. Some clients have us build and deliver, some hand it to internal enablement, and some run it through an existing training vendor. The handoff is designed for all three.

Yes, and it is a common starting point. We audit what has been delivered, look at where adoption stalled, and sort the material into keep, revise, retire and build new. Most organisations that ran a broad AI fluency push in the last two years have a usable foundation and a missing middle layer for the roles that matter most.

Completion tells you nothing here, so we design against adoption. That means a pre-programme baseline on tool usage and task time, then tracking sustained usage, quality of output and the specific workflows people changed, measured six to eight weeks after delivery. Where your tooling exposes usage data, we specify how to read it before the programme starts.