1. Data Collection Framework
BoardKit AI Ethics collects information necessary to perform forensic bias audits and provide consulting services. This is strictly limited to contact details provided through inquiry forms and specialized datasets uploaded for algorithmic verification purposes.
When auditing an automated system for unintended bias, we process training data snapshots and model decision logs. We advise all Canadian business partners to anonymize datasets before intake to ensure full compliance with the Personal Information Protection and Electronic Documents Act (PIPEDA).
Verification Artifacts Collected:
- Business Name & Contact Points
- Model Performance Metadata
- Demographic Variable Proxies
- Historical Decision Logs