Intelligent Enterprise Engineering Doha · Riyadh · Amman
Quarterly · MI-07

The Readiness Pulse — the state of AI-readiness, measured.

A quarterly index built from anonymized, consented diagnostic data under AIIX-SPEC 5.5.1: stage distribution, lane and claim-state mix, weakest floors and incident posture — per industry and per jurisdiction.

L1–L5maturityF · F-P · S · Xfour lanes71evidence templates47CR-A conditions
01

The honesty rule, printed.

No segment is published below the minimum sample size. Until launch volume is reached, the live Pulse reports methodology — not numbers; the figures below are an illustrative sample, clearly marked.

The small-n rule (O5): segments publish only at n ≥ the disclosed minimum; suppressed cells are marked, never imputed. First live edition arrives with launch volume.

02

What each edition reports.

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Stage distribution
L1–L5 by industry and size band, minimum-gate honest.
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Lane mix
Share pursuing Foundation, Foundation Public, Standard and Extended Assurance.
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Claim-state mix
Foundation Verified, Active and Optimised — and the Conditions-Open share.
◉
Weakest floors
The sub-dimension floors most often failed — named, with what raises them.
◉
Incident posture
Open high-severity rate and corrective-action closure, from the runtime register.
03

Illustrative first look — sample, not live.

Illustrative sample to show the shape of an edition — not live program data; no segment below minimum-n.

Stage distribution
L1 6% · L2 24% · L3 41% · L4 24% · L5 5% — most organisations are Practiced, not yet Institutionalised.
Lane mix
Foundation 34% · Foundation Public 21% · Standard 33% · Extended Assurance 12%.
Claim-state mix (public)
Foundation Verified 46% · Active 44% · Optimised 10%; 28% of new certificates issued with conditions open.
Weakest floors
D9 Governance, D14 Talent and D8 Decision most often below floor — the assurance spine leads.
Incident posture
Open high-severity 3% of estates · corrective-action closure 82% by due date.
Heartbeat health
91% of certificates Green · 6% Watch · 3% At-Risk at quarter close.
04

Status.

Collecting — first live edition with launch volume

Diagnostic participants choose whether their anonymized results join the index — consent is per-engagement and revocable. The figures above are illustrative.