Human OS Index · Edition 2027 · In progress
What the people who run organisations actually see coming.
A yearly practitioner barometer on AI, organisations and human capability, written with every Kernel cohort.

Edition 2027 · Founding cohort forming
01 — Edition status
- Contributors
- 0
- Cohorts
- 0
- Countries
- 0
Publication January 2028
Edition 2027 timeline
- January 2027Data collection opens · founding cohort
- September 2027Data cut-off · final cohort for Edition 2027
- October 2027Analysis and aggregation
- December 2027Editorial panel review
- January 2028Publication · submission to institutions
02 — What it measures
AI exposure and pace
How fast leaders expect AI to reach their business, and which functions they expect it to change first.
Organisational redesign
What happens to the org chart, the middle layer and the manager's role.
Human capability readiness
Whether managers can do the judgement, persuasion and ambiguity work that remains — and how leaders would know.
03 — Method
A practitioner panel, and we say so.
The Index is a panel of senior leaders across Kernel cohorts. It is self-selected, not a representative sample of any population, and it does not claim to be.
Responses are pseudonymised and aggregated. No individual answer is published or shown to peers. Nothing is reported for a group of fewer than five. Being named as a contributor is opt-in and entirely separate from the answers themselves.
04 — Contributors
The founding cohort forms in January 2027. The first names in Edition 2027 will be theirs.
05 — Submitted to
- International Labour Organization
- OECD
- European CommissionDG Employment
- World Economic Forum
- Ministère du TravailFrance
- and national labour ministries across Europe
The Human OS Index is an independent publication. Submission does not imply endorsement by any institution listed.
06 — Editions
The first edition publishes in January 2028.
The 2028 edition starts with the next cohort.
Get the edition when it publishes
One email, when the Index is published and submitted. Nothing else.