Protect the way your juniors
become your experts of tomorrow.
For CHROs and business leaders who want to save time with AI without sacrificing the next generation. The tasks AI takes first are often the ones through which people learn a job. We help you spot them before they quietly disappear.
The first draft of a contract is where you learn the law.
Early in their careers, lawyers learn the job by writing first drafts, which their manager corrects. Accountants learn by reconciling invoices. Analysts, by building their own spreadsheets. These are precisely the tasks AI can do.
Human judgment, however, remains essential. According to JobBench (May 2026), the best AI agent tested scores only 45.9% on the tasks teams would most like to delegate. The details in what the studies say.
Save time this year, run short of expertise tomorrow.
Handing all these tasks to AI saves time right away. But judgment is built by doing: without these tasks, your juniors won't gain the expertise that will, tomorrow, let them check what AI produces.
AI doesn't replace jobs, it changes tasks. Stanford University (2026) observed this across 104 jobs: the same job mixes tasks teams want to hand over to AI and others they are keen to keep. So you can choose together, job by job, the ones that keep training people. When a task moves to AI, the job shifts: that's the material for your workforce planning.
Time savings that don't cost you your talent pipeline.
The details: how the tool breaks down a job.
The tasks that train
Identified in each job. With managers, you choose which ones stay human, and the tool puts a figure on that choice.
The skills to pass on
Checking, cross-referencing sources, making judgment calls: what will make your teams valuable when AI is everywhere.
Pathways between jobs
The skills a job shares with others. When a task moves to AI, a door opens elsewhere.
« It's not junior positions we're cutting. It's the paths through which juniors became seniors. »
What HR leaders ask.
Does the tool suggest individual career paths?
No. It shows the pathways between jobs. Individual career paths remain the work of your HR teams and managers.
Who decides which tasks to keep?
You do, with managers and the works council. The tool shows what each choice costs in time, so the decision rests on shared facts.
Should we recruit differently?
One rule we stand by: don't build recruiting around early-career tasks that AI can already do. Beyond that, whether to hire people already comfortable with AI or to train current teams is decided job by job.
Spot the tasks that build your talent pipeline.
In 30 minutes, you tell us about your juniors and their first steps in the job, we show you on a fictional company how the tool spots the tasks that train people, and together we sketch what a pilot would reveal in your company.
30 minutes on video with Skillberg, no commitment. No personal data required.
- JobBench, University of Washington et al., May 2026 (preprint), p. 1
- Shao et al., Future of Work with AI Agents, Stanford University, arXiv v3, February 2026 (preprint; 1,500 US workers, 844 tasks), p. 10