Insights
Where the model is winning, where it's adjusting, and what to watch this week.
Week in 30 seconds
Service throughput is up +11.4% versus the trailing 30-day baseline, driven by a stronger weekend dine-in mix. Forecast accuracy held at 96.4% with model MAPE tightening on Mains. Paneer Tikka is the breakout SKU; Mutton Rogan Josh is the only category showing negative drift and is the highest-impact savings opportunity for next week.
Forecast vs Actual — This Week
Units served per day across all SKUs.
Volume by Category
Share of total units served.
- Mains38%
- Breads24%
- Rice16%
- Starters14%
- Desserts8%
What's changing
Model-detected shifts the team should know about.
- Paneer Tikka up 18% WoW
New weekend pattern detected. Model auto-raised confidence band for next Friday.
- Mutton Rogan Josh demand softening
Trailing 14-day demand fell 11%. Suggest dropping default prep cap from 28 → 22 portions.
- Naan attach-rate drift
Attach ratio slipped from 3.1× → 2.8× in last 5 services. Investigate delivery cannibalization.