Proof · In development
Trust must be designed into the workflow.
Explainability, confidence, human override, data boundaries and incident learning.
Responsible AI is operational, not decorative.
LivingShield will expose the data source and confidence behind a signal, preserve a human override, document incidents and give growers clear data access and export rights.
- Explainable
- overridable
- auditable
- grower-controlled
Non-negotiable boundary
LivingShield does not confirm a pest by itself, grant organic certification, approve a product or replace an agronomist. Product use must follow labels, qualified advice and certification requirements.
Review the pilot pathway