- We model organizations, not people.
- Workforce intelligence is not surveillance.
- Transparent logic, not black-box authority.
- Computational models are representations, not reality.
- Human decisions require human accountability.
- Bias is structural before it is algorithmic.
- Data governance is non-negotiable.
- Simulation does not imply endorsement.
- The asymmetry of power demands active responsibility.
- We submit our systems to scrutiny.