Versioned research protocol

Evidence before outcome claims

Protocol 1.0.0 is locked in the repository before recruitment and data collection. This page separates what is planned from what has actually been observed.

Download protocol JSON Open jury sandbox

Current evidence status

Recruitment has not started. No customer outcome, task-success, ROI, accessibility-conformance, or security-audit result is claimed by this study yet.

Participants completed: 0
Customer cases published: 0
Observation days completed: 0
Measured outcome claims: none

Planned study design

The minimum observation window is 60 days, with a target of 90 days. Results must be reported by role, locale, country, access need, device class, and environment where the sample allows.

Industries

• restaurants-and-food-service
• manufacturing
• facility-services

Roles

• frontline-operator
• supervisor
• auditor
• contractor
• administrator

Locales

• en
• sv
• fi
• de
• fr
• es
• ar
• pt-BR

Field environments

• cold-and-gloves
• direct-sunlight
• poor-or-no-network
• time-pressure

Access needs

• blind-or-low-vision
• motor-or-dexterity
• cognitive-or-reading
• deaf-or-hard-of-hearing
• switch-or-voice-input

Device classes

• older-android-360
• older-iphone-320
• current-android
• current-iphone
• desktop-reviewer

FAULT MATRIX

1,000 predefined cases

Five roles × five network conditions × five device classes × eight failure types. The generator is deterministic, every case has a stable ID, and the release test rejects missing or duplicate combinations.

Primary measures

task-success
first-attempt-success
critical-safety-error
completion-time
missed-inspection
rework-rate
audit-preparation-time
offline-recovery
data-loss
duplicate-record

Outcome measures

adoption
retention
time-to-value
implementation-effort
return-on-investment
paper-use
travel
duplicate-work
waste

Predeclared Gold gates

Critical safety task success: 100%
Task success per relevant segment: ≥95%
First-attempt success: ≥90%
Allowed data-loss cases: 0
Allowed duplicate cases: 0
Open Critical/High security findings: 0

Participant protection

No covert worker surveillance
No individual productivity ranking from research telemetry
No retaliation-linked reporting data
Participant consent and withdrawal path
Role-appropriate data minimization
Alert-fatigue and digital-exclusion review
Results reported by segment without exposing individuals

Publishing this protocol does not constitute independent preregistration, ethics approval, accessibility conformance, or a security audit. Those require external evidence and remain pending.

Planned study design

The minimum observation window is 60 days, with a target of 90 days. Results must be reported by role, locale, country, access need, device class, and environment where the sample allows.

Industries

• restaurants-and-food-service
• manufacturing
• facility-services

Roles

• frontline-operator
• supervisor
• auditor
• contractor
• administrator

Locales

• en
• sv
• fi
• de
• fr
• es
• ar
• pt-BR

Field environments

• cold-and-gloves
• direct-sunlight
• poor-or-no-network
• time-pressure

Access needs

• blind-or-low-vision
• motor-or-dexterity
• cognitive-or-reading
• deaf-or-hard-of-hearing
• switch-or-voice-input

Device classes

• older-android-360
• older-iphone-320
• current-android
• current-iphone
• desktop-reviewer

Participant protection

No covert worker surveillance

No individual productivity ranking from research telemetry

No retaliation-linked reporting data

Participant consent and withdrawal path

Role-appropriate data minimization

Alert-fatigue and digital-exclusion review

Results reported by segment without exposing individuals

Publishing this protocol does not constitute independent preregistration, ethics approval, accessibility conformance, or a security audit. Those require external evidence and remain pending.