Introduction
Myrad transforms verified digital activity into privacy-safe behavior signals.
AI systems, product teams, and modern companies increasingly depend on data to make decisions. Yet most available data is either untrustworthy, legally risky, or disconnected from real human behavior. At the same time, individuals generate valuable digital activity every day without participating in its economic upside.
Myrad introduces a new model for human data. We transform verified digital activity into small, aggregated, privacy-safe behavior signals that organizations can rely on. Individuals contribute without exposing personal information, and organizations consume insights without handling raw data.
The Myrad Approach
Myrad is built on three principles:
| Principle | What It Means |
|---|---|
| Human behavior is valuable | Everyday digital activity contains insights worth capturing |
| Privacy is non-negotiable | Users never submit raw data directly |
| Signals beat raw data | Aggregated patterns are more useful than individual records |
From Activity to Signals
Myrad does not store or sell raw user activity. Instead, verified digital activity is transformed into:
- Aggregated: Combined across many users
- Cohort-based: Grouped by behavior, not identity
- Time-bounded: Relevant to specific windows
- Decision-ready: Actionable for product and AI teams
These signals describe what typically happens within a group, not what any individual does.
Verification Without Exposure
Myrad uses cryptographic verification mechanisms to confirm that activity is real without revealing personal information. This allows:
- Enterprises to trust the data
- Users to retain privacy
- Myrad to avoid handling sensitive identifiers
What Sets Us Apart
- No raw data retention: We never see, store, or process personal data
- Cohort aggregation: All outputs represent group behavior
- Consent-first design: Participation is voluntary and reversible
- Compliance by default: GDPR and CCPA compatible architecture
Myrad represents a shift from data hoarding to signal sharing, from surveillance to consent, from raw logs to human meaning.