Care Ops · AI PrototypeSynthetic data
Care Auto-Analyst
An AI analyst for customer-care operations. It reads raw contact-centre data, surfaces the patterns, and writes a ranked decision brief of the automation opportunities that would cut cost and lift CSAT — the exact workflow of a Care automation program.
Dataset: Care Contacts — 30-day snapshotMarkets: UAE, KSA, Jordan, PakistanVerticals: Rides · Food · Quik · Pay
Care performance — 30-day snapshot
Computed from the underlying contact dataset.
Contacts / 30d
253,260
▲ 2.2%
Blended CSAT
3.46/5
weighted by volume
FCR
65%
first-contact resolution
Deflection
35%
self-serve / bot
Care Cost / 30d
$419,954
blended
Annualised Cost
$5M
run-rate
Top contact drivers
RidesFoodQuikPay
Contacts by vertical
RidesFoodQuikPay
Contact volume — last 12 weeks
Rising demand concentrates pressure on the top drivers.
Deflection rate — last 12 weeks
Share resolved by self-serve / bot before reaching an agent.
Automation opportunity ranking
Impact = addressable annual spend × automatability × pain (low CSAT) × rising trend.
| # | Contact driver | Vertical | Contacts/mo | CSAT | Automatable | Addressable $/yr | Impact |
|---|---|---|---|---|---|---|---|
| 1 | Refund status / where is my refund | Pay | 39,840 | 3.1 | 88% | $799,350 | |
| 2 | Where is my order / live tracking | Food | 48,210 | 3.9 | 92% | $718,522 | |
| 3 | Missing / wrong items in order | Food | 33,110 | 3.4 | 66% | $445,793 | |
| 4 | Fare dispute / overcharge | Rides | 17,420 | 3.0 | 60% | $288,475 | |
| 5 | Captain payout / earnings query | Pay | 15,980 | 3.3 | 70% | $268,464 | |
| 6 | Cancel order / edit order | Quik | 21,760 | 4.0 | 90% | $282,010 | |
| 7 | Captain no-show / long wait | Rides | 18,930 | 2.8 | 42% | $200,355 | |
| 8 | Promo / voucher not applied | Pay | 14,550 | 3.6 | 85% | $207,774 | |
| 9 | Account access / OTP / login | Pay | 13,270 | 3.5 | 80% | $191,088 | |
| 10 | Delivery address / instructions change | Quik | 11,640 | 4.1 | 93% | $142,893 | |
| 11 | Item quality / spoiled groceries | Quik | 9,820 | 3.2 | 50% | $97,218 | |
| 12 | Captain app / device issue | Rides | 8,730 | 3.4 | 55% | $103,712 |
AI Decision Brief
The analyst reads the data above and writes a ranked, executive-ready brief.
🧠
Click Generate brief to have the AI analyst interpret the contact data, surface the patterns, and recommend where to automate next — ranked by impact.