See how AI has impacted your roles
Upload the job descriptions you already have and get a full role-by-role analysis: which tasks AI takes on, which skills are emerging, and where the opportunities sit.
What this programme does.
Every role is broken into its atomic tasks, and every task is independently scored for AI displacement potential with a structured rationale and cited market evidence. No black boxes: you can see exactly why each score is what it is.
Scores roll up into hours freed per week per role, projected across time horizons: what is automatable now, what is coming in six months, and what remains distinctly human.
Available now · 24h post-ingestion
What you get.
Living documents, not slideware: every deliverable stays connected to the graph and updates as the analysis moves.
Growth Report per role
What is changing, which skills to build, and the development path for the person in the seat.
Manager Brief per team
The conversation guide for leading a team whose work is shifting.
AI Activation Plan
Which tasks to hand to AI first, and the capacity that frees.
What you need.
- Your roles: upload job descriptions, paste them, describe them, or pick from the library
- Rough team sizes so capacity rolls up correctly
- Nothing else: the engine proposes the task maps for you to confirm
The rest of Discovery.
Programmes compound: each one deepens the same graph the next one runs on.

Start with this programme, on one department.
Know exactly where AI changes the work before you spend on tools or restructure a team.


