Operations Intelligence Solutions

Implement machine learning model to optimize product and provide demand forecasting

AI-Driven Product Assortment

Product assortment model which recommends product mix for each store, in addition to assisting store managers in making the right decisions

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Store B

Store A

Product Mix
A

Product Mix
B

Assortment Solution

Product Substitution

Provide a clear view by product category or overall sales potential to substitute products within the same group

From

To

Outcome

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Furniture
Brand B

Furniture
Brand A

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= +342 units (+ 0.5%)

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Expected increase in units sold per week in Furniture_product_category

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From

To

Light Bulb
Brand B

Light Bulb
Brand A

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Outcome

= +1054 units (+ 1.2%)

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Expected increase in units sold per week in Lightbulb_product_category

Product Mix Extension

Provide smart recommendations to expand product mix with maximal probability to increase sales revenue

From

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Product Mix:
(A, C, F)

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Product Mix:
(A,
B, C, F)

To

Outcome

= +350 units (+ 0.8%)

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Expected increase in units sold per week in product_category

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Demand Forecasting

With Sertis, we can differentiate between patterns from promotion and from non-promotion periods.

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Product
Quantities

Store n

Demand Forecasting Solution

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With Sertis, we can capture unique patterns from special promotions in some products.

Different pattern from promotion and non-promotion

With Sertis, we can differentiate pattern from promotion and non-promotion periods.

Unique patterns from special promotions

Inventory Forecasting
and Optimization

Find the optimal stock level for each store-SKUs on a particular day

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Store n

Fraud & Anomaly Detection

Detect unusual user behavior to prevent fraud or possible misuse of a company’s services

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AI Ordering

Calculate ordering quantity and SKUs based on projected inventory level

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Store A

KEY IMPACTS

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Improve accuracy

We use various modeling approaches and consider all relevant factors when developing.

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Learn continuously

The models will automatically learn from the new data, capture the changes and respond without the human bias.

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Save time and resource

An automated forecasting system helps demand planners to save time and resources spent on manual forecasting.

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Forecast at a more granular level

The models can forecast at the most granular level that the data is available.

Have a project in mind?

Collaborate together through potential teamwork

to find the best solution for your business