OOF-AII-195385
Kronos Scheduling Algorithm Allegedly Caused Financial Issues for Starbucks Employees
Kronos’s scheduling algorithm and its use by Starbucks managers allegedly negatively impacted financial and scheduling stability for Starbucks employees, which disadvantaged wage workers.
- Event date
- 2014-08-14
- Country
- United States of America
- Severity
- Low
- Evidence state
- Single-source
Assessment status
Generated from available public incident evidence using OOF® governance methodology. It is not an official investigation, legal determination, regulatory finding, certification, or OOF® Approved Assessment.
View source record from AI Incident Database (Responsible AI Collaborative)
Assessment confidence dimensions
- Source corroboration
- Single-source
- Extraction completeness
- High
- Methodological assignment confidence
- Limited
Measures source-group corroboration only; it does not establish factual truth.
Measures populated source fields after deterministic normalization; it does not measure correctness.
Measures automated assignment support; substantive correctness requires authorized human review.
Known facts from the incident record
- The incident record identifies the event date as 2014-08-14.
- The incident record identifies the location as United States of America.
Reported claims
- Kronos’s scheduling algorithm and its use by Starbucks managers allegedly negatively impacted financial and scheduling stability for Starbucks employees, which disadvantaged wage workers.
Material unknowns
- Independent corroboration is not established in the available incident record.
Primary governance problem
The incident appears to expose a governance problem involving optimization, productivity. Available reporting supports preliminary methodological interpretation, not a finding of fault or non-compliance.
Architecture intelligence
VEGA™ — Value Execution Governance Architecture
Primary architecture
The reported optimization, productivity concern falls within the governed questions represented by VEGA™ — Value Execution Governance Architecture.
Governance focus: How should optimization, productivity be governed in the conditions described by the available incident evidence?
Deeper methodology is withheld because the available evidence does not justify a Parent Standard or Core Module.
Preliminary governance questions
- How should optimization, productivity be governed in the conditions described by the available incident evidence?
- What operational authority and controls applied to Starbucks at the relevant time?
- What evidence would establish how Enterprise Ai Systems, Algorithmic Management Systems produced or enabled the reported outcome?
- What additional independent evidence is required to resolve the material evidence gaps?
Evidence gaps and limitations
- Only one independent source group is represented; corroboration is not established.
- AI technology is not specified in the source record.