AI Interfaces
Human Override Ledger
An immutable audit timeline for human changes to automated decisions, routing, and versions.
Installation
Copy and paste the code into your project.
Accessibility notes
The ordered ledger exposes each change, reviewer, and reason as structured text.
Override ledger
Human decisions
- 1
Blocked → Approved
M. ChenVerified exception
- 2
Auto → Review
A. SilvaLow source coverage
- 3
v22 → v21
R. PatelQuality regression
All overrides are immutable and exportable.
Preview accent
const overrides = [{ person: "M. Chen", change: "Blocked → Approved" }, { person: "A. Silva", change: "Auto → Review" }]; export function HumanOverrideLedger() { return <ol>{overrides.map((item) => <li key={item.person + item.change}>{item.change} by {item.person}</li>)}</ol>; }<HumanOverrideLedger />Related components
Approval
Publish launch prompt
AI Interfaces
Approval Action Panel
A review panel with assignee chips and paired approval actions for launch workflows.
Decision boundary
Review before answering
- Source agreement
- 84%
- Policy clarity
- 62%
- Answer stability
- 71%
Escalation triggered
Policy clarity is below the 70% automatic-answer threshold.
AI Interfaces
Confidence Escalation Panel
A decision boundary that converts uncertainty signals into request-context or human-review actions.
Policy trace
Guardrail decision
PII detection
RedactEmail address
Allowed topics
PassCustomer support
Action scope
ReviewRefund over $500
AI Interfaces
Guardrail Decision Trace
An explainable policy trace showing which safeguards passed, transformed, or escalated an AI action.