Evidence grounding
Outputs should stay connected to the evidence used to support them.
Trust & Governance
Enterprise trust is a product requirement.
WHPL communicates regulated AI capabilities through evidence grounding, human review, workflow control, traceability and defensible technical claims.
Human accountability
AI can assist regulated work without silently taking ownership of regulated decisions.
Controlled workflows
Review states, permissions and ownership remain visible and governable.
Traceability
Changes, evidence relationships and decision context are designed to remain inspectable.
Specific compliance, validation, accuracy, security and AI-performance claims will only be published after technical and commercial approval.