Operations dashboard
All values below are demonstration data: they show the dashboard format, not client results.
Trades
- Received
- Understood
- Decided
- Written
First reply time by day, minutes
Demonstration data
Why did first reply time go up on Wednesday?
The median first reply time is provided as a single 7-day metric; without day-level breakdowns, a Wednesday increase cannot be confirmed from this data. As a hypothesis, an increase could be due to higher enquiry volume or staffing constraints on that day, but this would need verification against daily source logs.
AI hypotheses require validation against source data.
How this demo is built
Metrics and charts run locally on explicitly labeled demonstration data. Only the AI-analyst question goes through the server API with the current metric context.
- Demo dataset
- TypeScript UI
- Metric context
- Astro API
- AI hypotheses
- The dashboard remains available when the AI analyst does not respond.
- AI hypotheses are always labeled as requiring validation against source data.
- The analyst request receives the same size, timeout and frequency limits.
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