Supply · Demand equilibrium
Supply
Match inventory 1:1 with ad placement. The engine caps spend on stockout-risk SKUs, scales oversupplied winners, and predicts stockouts before they happen — a predictive supply chain, per SKU.
Demo data 87/100 matched
Match sales inventory 1:1 with ad placement to create a perfect sales equilibrium — optimizing the supply chain with predictive analysis on future demand.
Equilibrium at a glance · last 30 days
Equilibrium score
87
inventory matched to demand
Matched revenue
91%
placement met inventory 1:1
Wasted spend
6.2%
$148k on mismatched SKUs
Predicted stockouts
14
flagged in next 14 days
Ad pressure ↔ days of cover
Every SKU plotted by ad-driven demand against inventory runway. The green band is the equilibrium zone — matched supply and demand.
BalancedOversuppliedUndersuppliedStockout risk
Bubble size = equilibrium score. Bigger = better matched.
Per-SKU equilibrium · worst first
Peak Protein
Vanilla 2lb · PP-PROT-VAN
60
On hand
4d
Cover
55%
Sell-through
Ad pressure
76
Equilibrium
44
Pause creative until restock ETA confirmed
-60%Everyday Tee
Navy / M · TS-TEE-NVY
2,400
On hand
60d
Cover
14%
Sell-through
Ad pressure
22
Equilibrium
58
Aggressive scale + bundle to clear
+65%Aria Wireless Earbuds
Black · AC-EARB-BLK
340
On hand
7d
Cover
42%
Sell-through
Ad pressure
91
Equilibrium
62
Cap spend; demand outruns cover in 7 days
-22%Aria Wireless Earbuds
White · AC-EARB-WHT
1,290
On hand
41d
Cover
12%
Sell-through
Ad pressure
34
Equilibrium
71
Scale placement; excess cover, low pressure
+48%Peak Protein
Chocolate 2lb · PP-PROT-CHOC
880
On hand
33d
Cover
18%
Sell-through
Ad pressure
40
Equilibrium
74
Shift budget here from Vanilla
+35%Standing Desk
Oak / 60" · DK-DESK-OAK
44
On hand
18d
Cover
9%
Sell-through
Ad pressure
29
Equilibrium
83
Maintain; margin-rich, steady
+6%Trailhead Running Shoe
US 9 / Slate · RS-RUN-42
210
On hand
15d
Cover
21%
Sell-through
Ad pressure
58
Equilibrium
88
Hold — near perfect equilibrium
+3%Hydro Bottle
1L / Sage · HB-BOTTLE-1L
520
On hand
22d
Cover
24%
Sell-through
Ad pressure
51
Equilibrium
90
Hold — balanced
0%Auto-actions · recommended moves
The engine is holding equilibrium
4 budget shifts queued from live cover + pressure
Scale TS-TEE-NVY+65%
Aggressive scale + bundle to clear
Cap PP-PROT-VAN-60%
Pause creative until restock ETA confirmed
Scale AC-EARB-WHT+48%
Scale placement; excess cover, low pressure
Scale PP-PROT-CHOC+35%
Shift budget here from Vanilla