Signals

MENA L&D pulse

Qualitative signals from programme conversations — labelled as observation, not as a census or a published benchmark.

Photo: Unsplash

How to use Pulse

1Read the label: Watching / Rising / Shift is a qualitative signal, not a statistic.
2Do not quote these cards as “AEA research found X percent”.
3Use a pulse card to decide what to measure in your own organisation.
4Pair any AI or bilingual bet with a dated baseline before you treat it as an awards story.

AI in L&D

AI learning pilots — measurement still the weak point

A qualitative signal: AI is on many agendas; published baselines are not. This is not a percentage and not a census.

Watching AI pilots vs published baselines

Leadership

A design shift we keep hearing: the line manager is the product, not the LMS licence count.

Shift design focus — qualitative

MENA

Bilingual quality is discussed as risk and brand — not only as a localisation line item.

Rising leadership attention — qualitative