Customer intent
See intent, not just transactions
Instead of analyzing what happened, you'll understand what customers want next, and have it ready before they ask.
Retail
Stop chasing demand.
Start seeing it first.
You have the merchandising expertise, the customer data, and the channels. GraphLogic connects them into one living graph, so demand signals reach your decisions before the trend passes, and every result can be traced back to why.
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DEMAND SIGNAL · SPRING KNITWEAR
Signal strengthRising
Search, cart adds, and store sell-through moving together across channels.
Inventory positionUneven
Ahead of plan online, thin in the store network. Rebalance window open.
Connected signals
E-commerce search · trending up
Store sell-through · ahead of plan
Supplier lead time · inside reorder window
Recommendation
Rebalance to stores
The problem
You built the channels. They still don't see the same picture.
You've invested in the systems, the data, and the talent. And when a trend shifts, the question is still the same: "How did we miss that?" Three disconnects keep it happening.
The customer picture is fragmented
Your teams see transactions, not journeys. The insight that could turn a browser into a buyer stays hidden across disconnected systems.
Inventory decisions lag reality
Overstocked here, stockout there. The demand signals exist, they're just not connected to your allocation decisions when it matters.
Channels compete, not coordinate
Online and stores run separate playbooks. The seamless experience customers expect requires workarounds your teams shouldn't need.
How it works
From demand signal to shelf, one connected path.
Four capabilities turn fragmented channels into a retail organization that sees demand coming, and can prove why it acted.
01
Connect every demand signal
POS, e-commerce, loyalty, and supply chain data land in one context graph. Customer journeys span online and in-store, and sales performance links directly to the inventory, pricing, and promotion decisions behind it.
Proof: one graph across channels, customers, inventory, and suppliers.02
Reason about demand, traceably
Your merchandising expertise combined with AI analysis. Forecast demand, optimize assortments, and test pricing scenarios before committing inventory, with reasoning your teams can open up and verify.
Proof: every recommendation carries its full reasoning chain.03
Act across channels, governed
Insights become allocation, promotion, and pricing moves that all channels execute from the same picture. High-stakes changes stay human-approved; routine rebalancing flows through, so channels coordinate instead of compete.
Proof: governed execution with sign-off where you set the line.04
Learn every season
What worked, where, and why accumulates in the graph instead of walking out the door. Merchandising knowledge compounds across stores, seasons, and teams, so next spring starts smarter than last spring ended.
Proof: seasonal outcomes feed back into the same connected context.
RETAIL CONTEXT · CONNECTED
SignalsPOS · web · loyalty · supply chain
ContextOne customer and inventory graph
ReasoningDemand forecast · assortment · pricing
ActionAllocation · promotion · fulfillment
MemoryWhat worked, carried into next season
Signals flow down to action; outcomes flow back up as memory. Every layer stays traceable.
What it means for you
The retailer that's always one step ahead.
This isn't about adding another system. It's about becoming the retail organization that can explain why it succeeds, and repeat it.
Inventory precision
Right product, right place
Stockouts and overstock become rare. Allocation decisions are grounded in demand signals your teams can actually see.
Omnichannel
Channels that coordinate
Online and stores execute from the same picture, so the seamless experience customers expect stops depending on workarounds.
Provable results
Prove what drives results
When leadership asks "why did that campaign work?", you won't be guessing. You'll show the connected path from action to outcome.
Ready to prove customer value?
See how retail organizations are replacing fragmented channels with connected intelligence they can trace, explain, and trust.
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