Architecture Comparison · Yves vs Survey platforms

Structured surveys quantify known questions; Yves surfaces unknown operational anomalies.

Structured surveys excel at periodic sampling across predefined questionnaires. Yves provides continuous, unprompted intake to capture emerging operational risks that rigid questionnaire formats miss.

Schedule architectural review Platform capabilities

Technical specification

Side-by-side architectural capabilities: Yves and survey platforms

Capability	Survey platforms	Yves
Unstructured text processing	Manual coding or keyword filtering	Automated semantic clustering and taxonomy mapping
Language support	Requires manual localized forms	40+ languages auto-translated and normalized
Intake cadence	Periodic scheduled campaigns	Continuous real-time intake
Identity governance	Linked user credentials or email invites	Architectural zero-knowledge anonymity
Integrity screening		Automated burst quarantine and rate verification
Statistical reporting	Raw percentage summaries	Sample sizes with Wilson score confidence intervals
Urgency escalation		Real-time routing for severe compliance risks
Operational output	Post-campaign presentation decks	Audited action queue with linked source evidence

Coexistence architecture

Retain survey platforms for longitudinal benchmarking against fixed KPI scales. Deploy Yves alongside them to capture unprompted narrative signals that predefined questions cannot detect.

Deployment triggers

Open-text feedback boxes remain unanalyzed or require labor-intensive manual tagging
Survey response rates drop, introducing selective non-response bias
Compliance or safety risks emerge between scheduled survey intervals

Comparative architecture