Future Skills

Future skills is the systematic in-house development of the cognitive, social and technical capabilities that gain value in the age of AI. The tasks automation absorbs are usually defined, repetitive and rule-based; the centre of gravity of the remaining work shifts towards deciding under uncertainty. The capabilities that gain value are therefore problem framing, evidence evaluation, cross-disciplinary collaboration and learning speed.

The work starts with a skills map split by role family. Giving everyone the same curriculum is the most common and most expensive mistake; the narrower the scope, the greater the depth. For each role family we select three to five critical skills and design eight to twelve week modules.

For scale we work with a train-the-trainer model. Once a core group of twenty to thirty people is equipped, the programme spreads from inside. Two conditions make it work: trainers' time must be formally allocated and the role recognised in the performance system.