Local first
Raw signal processing is envisioned to remain on-device by default.
Vanta’s privacy thesis starts with a boundary: raw neural data should not become advertising inventory, behavioral resale, or a hidden cloud dependency.
LOCAL CORE / CONCEPT STUDYRaw signal processing is envisioned to remain on-device by default.
The person—not an ad network—owns the model, calibration, and erase controls.
The product should disappear into the environment instead of demanding more screen attention.
Adaptation is based on change relative to the individual rather than a universal productivity score.
The conceptual data path prioritizes on-device processing, user-controlled calibration, explicit erase controls, and minimal transmission of derived context.
Private by default.
Useful by permission.
These are design principles for a future product concept, not claims about deployed hardware or audited security controls.