Technical, field & production · Customer service & communication
Fault reports and enquiries triaged by urgency
Incoming emails are classified, urgent faults alert the foreman by SMS, and routine questions get a drafted reply.
- Avg. time saved
- 5–10 h/week· ≈ 32 h/month
- Rollout
- Quick winDays 1–14
- Who it is for
- Contractors, manufacturers, field ops
In short
Fault reports and enquiries triaged by urgency: Incoming emails are classified, urgent faults alert the foreman by SMS, and routine questions get a drafted reply. It typically gives back 5–10 hours a week to whoever does this by hand today. Built for: Contractors, manufacturers, field ops.
Typical hours saved per week for the people doing this by hand today, from the 2026 report's ranges. The AI writes what that time makes possible.
Example
Comes in
Email: “Heating out in the whole building since 6 am!”
The AI
- Classifies as urgent fault
Comes back
SMS to the foreman in 1 minute; routine questions get a drafted reply
Steps
- 1Webhook passes each new email to the model
- 2Intent (new quote request, complaint, billing, order status, spam) and sentiment are detected, including threats of legal action
- 3Labels such as AI/Quote or AI/Urgent complaint are applied; invoices go to the bookkeeper, quotes to sales, complaints to the owner
- 4Critical emails trigger an SMS or Telegram alert
Similar solutions
- Frustration detection in phone callsSenses customer tension and mood during fault reports and routes urgent cases straight to the technical lead.1–2 h/week
- Warranty claims checked and answered in minutesA complaint with photos is matched to the installation date, serial number and warranty terms; the customer gets a clear reply and the technician a ticket with the likely cause.3–6 h/week
- “When are you coming?” answered before they askThe customer gets an SMS the evening before, another when the crew sets off with a live ETA, and an honest heads-up if a job overruns; the office phone stops ringing with the same question.2–4 h/week
- After-hours technical helpdesk from your own manualsCustomers and partner installers send an error code or a photo on WhatsApp; the assistant answers from your manuals and past tickets, walks them through a reset, and wakes the on-call technician only when it is really needed.4–8 h/week
Related terms
Have a process like this? Tell us about it.
Book a call