Store Replenishment

The right product, in the right store, in the exact quantity

Automated replenishment that accounts for shelf capacity, pack sizes, lead times, delivery calendars, safety stock, supplier constraints, and more — for every SKU × Store combination.

25%

Inventory reduction

+80%

Fill rate improvement

90%+

Orders without human intervention

Celes converts the demand forecast into replenishment orders ready to execute — fully compliant with your inventory policies and logistics constraints.

Store-level demand

Precise forecast, precise replenishment

For every product at every store, Celes reads the forecast over the horizon defined by the client's inventory policies. The result is the exact demand each store needs to cover — calculated, not estimated.

Store DemandCalculated
SKUStoreCoverageForecast
Leche Entera 1LT-0427d48
Pan TajadoT-0423d28
Huevos AA x12T-0427d62
Café Molido 500gT-04214d16
Inventory policies

Inventory policies applied automatically

Celes applies client policies to enrich each order: coverage targets, order cycles, safety stock, display inventory, service levels, and more. Our AI agents can continuously optimize these policies to improve outcomes — with Celes Autopilot, this process becomes fully autonomous.

Inventory PoliciesAutopilot
Coverage7 daysAI-optimized
Order DayMon, Wed, Sat
Safety stock5 unitsAI-optimized
Display12 units
Service level97%
Logistics constraints

Logistics constraints solved

Every order is adjusted to operational reality: lead times, pack sizes, truck capacity, store capacity, rounding rules, shortage handling, and more. No order leaves the system without satisfying the physical constraints of your operation.

Constraint ValidationValid order
Lead time3 days
Pack size12 units
Store capacity48 units
Rounding30 → 36
Truck capacity1,100 boxes
Exceptions

Intelligent exception handling

Anomalies like above-normal orders, negative inventory, or forecast errors are automatically detected and resolved with heuristics and control algorithms. These exceptions can be managed by your analyst team. With Celes Autopilot, exception handling is enhanced by AI agents that analyze each case and recommend the best action — and can even resolve exceptions autonomously.

Exception detected

SKU-4421 · Atypical demand pattern at T-019

Options evaluated

24 units

GMROI 1.8x

36 units

GMROI 2.4x

48 units

GMROI 1.9x

Resolved automatically
Execution

Automatic execution across all distribution modes

Orders are transmitted directly to the ERP to trigger fulfillment — no manual entry, no intermediaries. The system operates across all modes: DC-to-store distribution, cross-docking, and direct delivery (supplier to store).

Live ExecutionIn progress
Order calculated
Sent to ERP
DC → Store
DCCross-dockDirect
Consumers shouldn't have to worry about finding their favorite product in store. With this solution we guarantee availability and a seamless, reliable shopping experience.

Gerardo Ruiz

CEO, Tiendas Neto

Case Study

Tiendas Ísimo: -32% stockouts and +70% lost sales recovery

Hard discount retailer in Colombia automates DC replenishment and recovers lost sales.

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Celes Autopilot

Celes Autopilot takes this further.

+90% of orders execute without human involvement. Autopilot closes the gap toward 100% — with AI agents handling exceptions and an optimization engine validating every decision.

Want to see it in action?

Talk to our team and we'll show you how it works with your operation.