Aggregation Logic

Raw answers are never stored on-chain. Instead:

• Batch processing combines responses before analysis, ensuring that no single input can be isolated.

• Demographic segmentation is done off-chain, with all computation tied to Soulbound IDs — preserving structure, not identity.

• Final datasets are rendered into visualized dashboards, accessible to researchers and protocols, but without exposing user-level data.

This hybrid approach — ZK-backed validation, client-side encryption, and smart aggregation — ensures that what D‑Scope produces is more than just “clean” data. It’s data with integrity — and no surveillance.