4RTY / RESEARCH / PROTOCOL

European AIImplementationReadiness.

Research design: how can organisations tell whether processes, people and systems are ready for AI in daily practice?

RESEARCH PROPOSAL · NO PUBLISHED DATA

Author and research team: to verify · Edition: concept · Last review: still to plan

01 / GOAL AND RESEARCH QUESTION

What does ‘ready for AI’mean in practice?

An organisation can already experiment with AI and still struggle to introduce applications reliably. This research would therefore measure not only AI use, but also the conditions that make implementation possible.

STARTING POINT

Technique, organisational preparation and actual adoption are different dimensions.

02 / METHOD AND SOURCES

Method first.Conclusions only after.

For a valid benchmark, scope, sample, definitions, data quality and limitations must first be fixed and checked.

01RESEARCH POPULATIONWhich organisations, sectors and countries fall within scope?
02VARIABLESWhich testable definitions do we use for readiness?
03DATA SOURCESKeep own measurements separate from public statistics.
04PROCESSINGDocument normalisation, missing values and comparability.
05REVIEWIndependent factual control, editing and repeatability.

NO CLAIMS ABOUT ORIGINAL EUROPEAN DATA WITHOUT A PROVEN RESEARCH PROCESS

03 / INTERACTIVE RESEARCH EXPLORER

Choose an angle.See what you want to test.

This design shows how a research dataset becomes searchable. No results, percentages or conclusions are shown until they are verified.

SELECT DIMENSION

DATASET NOT YET PUBLISHED

Reliable analysis starts with the source.

01Source file
02Clean
03Compare
04Verify
05Publish

Charts stay hidden until the research process is complete.

Filters, source info, download links and accessible data tables are connected after editorial release.

04 / VERIFIABILITY

Every conclusion needssources and limits.

Source citationOriginal source, publication date and relevant definitions.
Method documentAnalysis, selection criteria and any processing steps.
LimitationsWhat the figures do not measure or what is not representative.
RevisionWho checked the content and what changed.

05 / PUBLICATION GATE

A concept is not research yet.

Publish only when sources, research method, analysis, authors and conclusions are validated. Until then this is solely a Figma design.

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