Optimization and AIRequest a diagnostic
01

When this decision gets expensive

If two or more sound familiar, this solution will most likely pay for itself.

The forecast lives in spreadsheets and changes hands every cycle.
Forecast error shows up as stockouts or idle excess inventory.
Seasonality and calendar effects are adjusted "by eye".
There is no systematic measurement of the accuracy of past forecasts.
02

What Orion delivers

D·1

Forecasting models by SKU, store and period, with automatic re-estimation.

D·2

Incorporation of external variables: calendar, weather, exchange rates, industry indicators.

D·3

Confidence intervals to size risk, not just the central value.

D·4

Continuous tracking of accuracy against actual operations.

03

Technical foundation

time series and ml

Ensembles combining classical statistical models and machine learning across the product hierarchy.

hierarchical reconciliation

Consistent projections across SKU, family, store and company total.

rolling backtesting

Validation over moving windows, replicating real-world usage conditions.

Worth a conversation about this solution?Diagnostic, modeling, a pilot in production and continuous operation: the same method for customizable solutions and for bespoke consulting.
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Next step

A strategic diagnostic,
in 45 minutes.

A structured conversation with Orion's leadership to understand where your operation gains the most from optimization applied to decision-making, and which level of customization makes the most sense: a ready-made solution, a customizable solution or bespoke consulting.

45 minutesConfidentialNo commitment
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