Our approach
Coverage, permissible use, refresh cadence and field availability should be validated against the exact audience and program.
Operating principles
- Define audiences from use cases, not generic volume.
- Separate verified attributes from modeled or contextual signals.
- Document segmentation logic and refresh expectations.
- Validate samples before making large commercial commitments.