Organizations conducting assessments at scale face a unique challenge: maintaining consistent integrity monitoring across hundreds or thousands of sessions while keeping the process efficient and candidate-friendly.
The Scale Challenge
A federal agency conducting 50,000 assessments per year cannot manually review each session. A financial services firm hiring across 30 offices needs consistent standards regardless of location. The math simply doesn't work with human-only oversight.
Key Principles for Integrity at Scale
- Automation first, Detection, evidence capture, and report generation must be automated with human review reserved for flagged cases.
- Consistent baselines, Every session must be evaluated against the same criteria, eliminating location or proctor bias.
- Configurable policies, Different assessment types may require different detection sensitivity. A high-stakes security clearance exam warrants stricter monitoring than a preliminary skills screen.
- Data privacy by design, Scaling monitoring means scaling data collection. Tiered privacy controls (from standard to zero-retention) let organizations match their data handling to regulatory requirements.
Making It Work
ScreenComply supports trustworthy results by reviewing the whole session and flagging concerns for human review, with evidence attached.