AI Interfaces
Model Drift Alert
A production-quality alert comparing live metrics against baselines and rollback thresholds.
Installation
Copy and paste the code into your project.
Accessibility notes
Every metric includes its exact current value and signed baseline delta, with the rollback cause stated in text.
Drift detected
Production vs baseline
- Groundedness
- 86%
- −7 pts
- Task success
- 91%
- −2 pts
- Refusal accuracy
- 97%
- +1 pts
Rollback threshold: −5 points
Groundedness crossed the release policy boundary.
Preview accent
const signals = [{ label: "Groundedness", current: 86, delta: "−7" }, { label: "Task success", current: 91, delta: "−2" }, { label: "Refusal accuracy", current: 97, delta: "+1" }];
export function ModelDriftAlert() {
return <section className="w-full max-w-sm rounded-xl border border-[#fb923c]/25 bg-[#0b0f14]/92 p-4"><h3 className="text-base font-bold text-white">Production vs baseline</h3><dl className="mt-4 grid grid-cols-3 gap-2">{signals.map((signal) => <div key={signal.label}><dt>{signal.label}</dt><dd>{signal.current}%</dd><dd>{signal.delta} pts</dd></div>)}</dl></section>;
}<ModelDriftAlert />Related components
Incident INC-204
Answer quality regression
Affected runs
18.4%Owner
Quality team- 09:42
Citation rate dropped
High
- 09:38
Retriever index changed
Change
- 09:31
Eval threshold breached
Signal
AI Interfaces
AI Incident Triage Board
An operational incident view connecting quality regressions, deployment changes, ownership, and response actions.
Grounding coverage
Answer evidence
Revenue increased 18% year over year
Source: Q2 report
Enterprise retention reached 96%
Source: Metrics sheet
Expansion is expected next quarter
Needs citation
AI Interfaces
Grounding Coverage Card
A claim-level evidence audit showing citation coverage, source attribution, and unsupported statements.
Prompt quality
Release summary
- Clear intent
- 96%
- Useful context
- 82%
- Output constraints
- 74%
Add a response format and one example to improve consistency.
AI Interfaces
Prompt Quality Score
A prompt review card that scores clarity, context, and output constraints with a focused recommendation.