Lumière Skin Malaysia
Synthetic demo data
Six moments: detect, explain, predict, recommend, act, then close the loop.
Date range
Region
Branch
SKU
Campaign
Compare

Branch and Product Performance

Compare branches and products across major Malaysian regions, and explain the changes.

Comparison
Each branch against its own trailing baseline, indexed to network movement

Branch network

i
NorthernCentralEast CoastSouthernEast Malaysia
Above baselineNormal rangeBelow baselineBranches across major Malaysian regions

Revenue by region

i
Central44%
Northern20%
Southern17%
East Malaysia13%

SKU contribution

i
Daily Balance Cleanser21.3%MYR 319,382
Radiance Vitamin C Serum35.1%MYR 523,463
Hydra Barrier Moisturiser17.1%MYR 258,757
Daily Shield SPF5014.1%MYR 217,056
Renewal Night Cream12.4%MYR 181,822

Profit per unit against velocity

i
High profit per unit · slowHigh profit per unit · fastLow profit per unit · slowLow profit per unit · fast
Low velocityGross profit per unit ↑ · Velocity →High velocity

Branch ranking

i
#BranchRegionRevenuevs baselineTransactionsMargin
1KLCC, Kuala LumpurCentral
MYR 414,135
−0.1%−0.8%62.1%
2Mid Valley, Kuala LumpurCentral
MYR 397,467
+6.3%+3.3%61.9%
3Georgetown, PenangNorthern
MYR 291,592
−4.1%−3.4%62.0%
4Puchong, SelangorCentral
MYR 243,744
−0.3%−1.5%62.0%
5Johor Bahru, JohorSouthern
MYR 232,599
−10.6%+1.1%62.2%
6Ipoh, PerakNorthern
MYR 192,351
+3.1%+1.6%61.9%
7Melaka City, MelakaSouthern
MYR 172,670
−0.0%−1.6%62.0%
8Kota Kinabalu, SabahEast Malaysia
MYR 172,165
+1.9%−0.2%62.0%
9Kuantan, PahangEast Coast
MYR 159,553
+4.5%+2.6%62.1%
10Kuching, SarawakEast Malaysia
MYR 143,131
+1.2%−1.5%62.0%
Revenue and transactions are shown side by side deliberately. A branch whose revenue falls while its transaction count holds has an availability problem, not a demand problem, and the two need different responses.
ProductBE-01
Central Distribution Centre and 7 other locations

Radiance Vitamin C Serum is below its replenishment lead time at 8 locations. Worst exposure at Central Distribution Centre: 3.9 days of cover (M-07) against a 9-day lead time, selling 189 units/day (M-06). First stock-out projected 2026-08-20 at Kota Kinabalu, Sabah. MYR 300,524 of sales at risk across the network.

ProductBE-05
East Malaysia Distribution Centre

Forecast demand over the 21-day lead time plus 14-day review period exceeds usable on-hand plus confirmed inbound by 568 units. Shortfall date 2026-08-29, inside the lead-time window.

BranchBE-03
Johor Bahru, Johor

Revenue -9.5% against the branch's own normal baseline (M-01) while transaction count stayed within normal range at +2.4%. 22 stock-out days recorded (M-08) across SK-004 and SK-002.