Discuss your project

4RTY / INSIGHTS / RESEARCH

Investigate first.Then claim something.

We gather and assess information on AI, software development and implementation. Our conclusions are only as strong as the sources and method behind them.

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RESEARCH DESIGNS, NO PUBLISHED RESULTS

01 / PROPOSED EUROPEAN RESEARCH

How ready are organisationsto introduce AI for real?

A possible benchmark of technical prerequisites, organisational preparation and the move from experiment to daily use. No original measurements have been carried out yet.

HYPOTHESIS & RESEARCH MODEL / NO DATA POINTS

Data source, sample, period and limits still to be defined — this visual is not a research result.

View the research design

02 / RESEARCH QUESTIONS

Questions worthlooking into properly.

  • AI IMPLEMENTATION

    Where do projects stall between pilot and go-live?

    Research proposal · methodology still in development

  • BUSINESS PROCESS AUTOMATION

    Which process traits predict a feasible first automation?

    Research proposal · data still to be collected

  • PROJECT DELIVERY

    Which risks return in software implementations?

    Research proposal · results not yet available

03 / HOW WE MAKE CONCLUSIONS VERIFIABLE

The method belongs with the story.

  • 1. Question and scopeWhat do we investigate and what do we not?
  • 2. Provenance and dataWhich original and external sources do we use?
  • 3. AnalysisHow were data processed and compared?
  • 4. LimitationsWhich conclusions are not justified?
  • 5. Publication & revisionWho reviews the results and when were they updated?

04 / RESEARCH WITH A PRACTICAL DIRECTION

Research makes betterchoices possible.

Read our analyses or discuss a question inside your company. We connect data, decisions and implementation.

Discuss your question

Cite sources correctly · Share datasets only when safe and allowed · No invented research figures