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Retail · Supply Chain

IRIS
Intelligent Retail Inventory System

AI-powered stock replenishment and demand forecasting for multi-store retailers and distributors — one source of truth across every location.

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1 to 1000+ stores from a single console
Retail inventory management
Retail inventory management, from the sales floor to the stockroom.
The challenge

The problem IRIS solves

Retail teams still order by gut and spreadsheet — and it doesn't scale.

Overview

What IRIS does

IRIS replaces manual ordering with intelligent recommendations and gives operators a single source of truth across every location.

  • Automated, intelligent replenishment recommendations
  • ML long-term demand forecasting (Prophet + custom models)
  • Conversational AI interface for natural-language inventory commands
  • Multi-store management (1–1000+ locations) with centralized control
  • Real-time KPI dashboards, alerts & performance metrics
  • Integrations with ERP, POS, and TMS
How it works

How IRIS works

Step 1 — Connect

IRIS ingests sales, stock, and catalog from your POS/ERP.

Step 2 — Forecast

ML models (Prophet + custom) predict demand per store and SKU.

Step 3 — Recommend

IRIS proposes replenishment orders you approve in one click, or automate.

Step 4 — Learn

Every sell-through outcome sharpens the next forecast.

Outcomes

Outcomes teams see

~40% fewer stockouts on top SKUs
~25% less excess inventory
Hours/week reclaimed per store
~40% fewer stockouts on top SKUs
~40%
~25% less excess inventory
~25%
Hours/week reclaimed per store
~70%
Illustrative outcomes.
62% 94% Q1 Q2 Q3 Q4 Forecast accuracy
Illustrative — forecast accuracy improving over time
Use cases

Where IRIS fits

New-store ramp-up

Forecast demand before history exists.

Seasonal peaks

Plan promotions and buffer stock.

Slow-mover clearance

Time markdowns before cash is trapped.

Solutions

Solutions it powers

Retail Supply Chain
Industries

Industries it serves

Beauty & Cosmetics Luxury Pharma
Under the hood

Tech stack

Prophet OpenAI FastAPI React PostgreSQL Redis
FAQ

Frequently Asked
Questions

Common questions about IRIS

Common platforms via API; we adapt to your stack.
From 1 to 1000+ from a single console.
No — start with recommendations you approve, automate when you trust it.
Typically weeks once your data is connected.
See it Running

See IRIS on your data.
In 30 minutes.

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

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