Monday 15 April 2024 · Eid al-Fitr in 5 days · 5 active recommendations
Analytics Explorer
| SKU | Product | Category | Units | Revenue | Margin | 7d Trend |
REVENUE BY DAY OF WEEK
Insight: Friday and Saturday generate 45% of weekly revenue on standard weekday staffing. Consider +2 floor staff Fri–Sat to reduce queue abandonment.
Insights log
All recommendations delivered. Feedback trains the engine over time.
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Admin access
AT & Co. internal — client data, accuracy tracking, conversion signals.
Demo password: atco2024
AT & Co. Admin Panel
Insight accuracy · Client activity · Conversion signals
CFA-QUALIFIED ADVISORY
Insight accuracy scorecard
Per-type performance
Client activity log
| Client | Tier | Stores | Last upload | Quality | Engagement | Lead signal |
| RetailCo Dubai | Free | 1 | Today | | High | ★ Warm |
| GrocerPlus KSA | Starter | 3 | Yesterday | | Medium | Neutral |
| FreshMart Qatar | Growth | 7 | 2 days ago | | High | 🔥 Hot |
| SuperShop Egypt | Free | 1 | 1 week ago | | Low | Cold |
What AT & Co. captures per insight (internal schema)
insights_log
insight_id · client_id · store_id · type · severity · sku · headline · narrative · action · revenue_at_risk · confidence · delivered_at
feedback_events
event_id · insight_id · client_id · feedback_value · timestamp · outcome_verified
uploads
upload_id · row_count · field_coverage_score · data_quality_score · schema_fingerprint · upload_at
clients
client_id · tier · store_count · last_upload_at · engagement_score · conversion_signal