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Retail
AI that keeps the right product on every shelf.

Forecast demand, automate replenishment, and personalize — from a single store to 1000+ locations.

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Retail inventory management
Retail inventory management, from the sales floor to the stockroom.
The challenge

Manual ordering can't keep up with modern retail

Stockouts on hero products lose sales while slow movers tie up cash — and demand shifts by SKU, season, and location faster than spreadsheets can track.

How we help

One platform, every replenishment decision

  • ML demand forecasting per store/SKU
  • Automated, intelligent replenishment
  • Personalized recommendations
  • Market & trend intelligence
  • Real-time KPI dashboards
How it works

From data to decision, end to end

Step 1 — Connect

Ingest sales, stock, and catalog data from POS and ERP.

Step 2 — Forecast

Predict demand per store and SKU.

Step 3 — Act

Trigger automated replenishment and allocation.

Step 4 — Improve

Outcomes feed back to refine the models.

Outcomes

Measurable benefits

~40% fewer stockouts
~40%
~25% less excess stock
~25%
Higher sell-through
~80%
Illustrative outcomes.
60% 88% Q1 Q2 Q3 Q4 Sell-through
Illustrative — sell-through improving over time
Use cases

Where retail teams start

New-store ramp-up

Accurate ordering and allocation from day one at a new location.

Seasonal peak planning

Forecast and stock ahead of seasonal demand swings.

Personalized recommendations

Surface the right product to the right shopper at the shelf.

Case study — anonymized

Proof from the field

A multi-store beauty retailer

120+ locations, one replenishment problem.

Challenge

120+ locations ordered by spreadsheet, leaving hero SKUs out of stock while slow movers accumulated.

Solution

IRIS AI replenishment and demand forecasting, with allocation handled by IDIS.

Result

Stockouts on top SKUs down roughly 40%, excess inventory down about 25% within two seasons, and store managers freed from manual ordering.

~40% fewer stockouts ~25% less excess stock Hours/week reclaimed per store
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The products behind this

IRIS IDIS SIGNALOS
FAQ

Frequently Asked
Questions

Common questions about AI for retail

IRIS, IDIS, and SIGNALOS.
No — start with IRIS and expand.
POS, ERP, and TMS via API.
Weeks from a focused pilot.
See it Running

Put the right product
on every shelf.

Live demo with a sample of your own store and inventory data — no slideware. We'll show you exactly what Genaisys does for your retail team.

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