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Operations dashboard

All values below are demonstration data: they show the dashboard format, not client results.

Trades

  1. Received
  2. Understood
  3. Decided
  4. Written
Enquiries128Over 7 days
Median first reply13 minDemonstration data
Booked jobs74Confirmed
Revenue by sourceUSD 14,800Channel breakdown below
Missed enquiries5No reply recorded
This week

First reply time by day, minutes

Mon: 16Tue: 15Wed: 21Thu: 13Fri: 11Sat: 9Sun: 8
MonTueWedThuFriSatSun
Enquiries answered
96%

Demonstration data

Enquiries by channel
Phone40%
Web form30%
WhatsApp20%
Email10%
Revenue by sourceDemonstration data
PhoneUSD 7,050
Web formUSD 3,670
WhatsAppUSD 2,990
EmailUSD 1,090
AI analystanswers from the metrics of the selected dashboard

Why did first reply time go up on Wednesday?

Wednesday is the peak: 21 min against a 13 min median (62% slower). Replies are fastest on Sunday: 8 min. Likely cause: midweek has the most call-outs, so technicians reply between jobs. What helps: • an auto-reply saying when you will answer; • route enquiries on Wednesday to a person on duty.

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.

  1. Demo dataset
  2. TypeScript UI
  3. Metric context
  4. Astro API
  5. 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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