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Research register

The method is public before the conclusion.

Cortana publishes study status, planned sample, evidence rules, quality controls, and limitations so a research claim can be judged on more than presentation.

STUDY REGISTER

Protocols in development

01
PROTOCOL DEVELOPMENT

The AI Implementation Friction Field Study

DRAFT PROTOCOL 0.1

A proposed field study of the operating, technical, economic, and organizational conditions that stop AI initiatives from moving from experimentation into reliable use.

Proposed interviews
60
Adoption stages
06
Barrier codes
12+1
Quality-review target
10%
Open protocol

EVIDENCE STANDARD

Numbers need provenance.

A percentage without a denominator, a model without assumptions, or a client result without permission is not treated as credible proof.

  1. 01

    State the status

    Planned work, active fieldwork, analysis, and published findings are never presented as the same thing.

  2. 02

    Show the denominator

    Counts accompany percentages, and missing or excluded records remain visible.

  3. 03

    Label the source

    Observed data, participant reports, management assumptions, and external benchmarks stay separate.

  4. 04

    Publish limitations

    Recruitment bias, sample constraints, uncertainty, and conflicting evidence belong beside the conclusion.

  5. 05

    Protect participants

    Research consent is separate from commercial follow-up, and identifiable material requires written release.

PUBLICATION NOTE

Planned sample sizes and model outputs are design inputs, not findings. Cortana will not present them as completed research or client performance.