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Assortment and Space Planner

Tailored Assortment and Planograms.

Tailored Assortment and Planograms 

jahanRange simplifies assortment, planogram, and space decisions with AI and machine learning, fully configurable to your specific needs, granular, and scalable to millions of sites

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(results)

Right Assortment and Space to get the Right Results

Right Assortment and Space to get the Right Results 

Margin Uplift

0%
Improving sales while controlling cost

Improving sales while controlling cost 

Planning Time

0%
Shorter planning cycles and quicker evaluation

Shorter planning cycles and quicker evaluation 

Customer NPS

>0
Improvement measured from end retail customers

Improvement measured from end retail customers 

Operational Cost

0%
Lower cost to serve each assortment

Lower cost to serve each assortment 

Holistic Forecasting at the Heart 

An accurate, holistic forecast powers the most optimal assortment plan by simulating all demand drivers and factoring in other planning and operation steps. 
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Modern and Advanced Optimisation Approach 

Leverage the power of cutting-edge algorithms, machine learning, and AI to adapt, learn and optimise at multiple granularities of time location and product. 
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ISO Certification
SOC Certification

Our platform holds SOC 2 and ISO 27001 certifications, ensuring the highest standards of data security and privacy. Your data is protected and remains exclusively yours.

Our platform holds SOC 2 and ISO 27001 certifications, ensuring the highest standards of data security and privacy. Your data is protected and remains exclusively yours. 

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Melbourne, Australia
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jahan.ai builds AI twins that mirror and optimise the end-to-end retail and supply chain processes.

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Identify the Right Opportunities
001.

Identify the Right Opportunities

Auto-classify assortment performance and opportunities. When there is a poorly performing product, an opportunity to delete. When there is great performance, and opportunity to keep and even provide more capacity.
Automated Optimisation
002.

Automated Optimisation

Simplify the process with automation. Define the scope to optimise — like sites, products (including new ones), and time periods. Choose your goal: maximise sales, maximise margin, or balance both. Then, let the Auto Optimise button do the rest.
Configurable Planograms
003.

Configurable Planograms

Highly configurable UI to plan your shelving, including sizing dimensions and capacity, fixtures to accommodate for varying product types, placement for optimal assortment or agreed positioning, ability to track performance against a number of financial, operational and customer metrics and experiment with different settings and stimulate different outcomes.
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123
01.

Identify the Right Opportunities 

Auto-classify assortment performance and opportunities. When there is a poorly performing product, an opportunity to delete. When there is great performance, and opportunity to keep and even provide more capacity.

Auto-classify assortment performance and opportunities. When there is a poorly performing product, an opportunity to delete. When there is great performance, and opportunity to keep and even provide more capacity.
02.

Automated Optimisation 

Simplify the process with automation. Define the scope to optimise — like sites, products (including new ones), and time periods. Choose your goal: maximise sales, maximise margin, or balance both. Then, let the Auto Optimise button do the rest.

Simplify the process with automation. Define the scope to optimise — like sites, products (including new ones), and time periods. Choose your goal: maximise sales, maximise margin, or balance both. Then, let the Auto Optimise button do the rest.
03.

Configurable Planograms 

Highly configurable UI to plan your shelving, including sizing dimensions and capacity, fixtures to accommodate for varying product types, placement for optimal assortment or agreed positioning, ability to track performance against a number of financial, operational and customer metrics and experiment with different settings and stimulate different outcomes.

Highly configurable UI to plan your shelving, including sizing dimensions and capacity, fixtures to accommodate for varying product types, placement for optimal assortment or agreed positioning, ability to track performance against a number of financial, operational and customer metrics and experiment with different settings and stimulate different outcomes.
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(FAQs)

FAQs

FAQs 

The solution can accommodate any level of granularity, ranging from site-specific assortments and space decisions to custom clusters and national-level plans. It also allows for a mix of multiple granularities, providing flexibility based on the needs of the business.

Our solution can support millions of product-site combinations, making it scalable for businesses with extensive and diverse assortments and space allocations across multiple locations.

The algorithm can be run as frequently as daily, supporting shorter periods and ongoing adjustments. Users can trigger the assortment and space module to run on-demand, or schedule the process to run automatically. To run the process daily, we require daily data feeds and the daily forecast feature enabled. The cost of allocation changes can be factored in to avoid making operational adjustments too frequently.

Yes, we understand that operations are tightly coupled with any assortment and space changes. Our solution considers the cost to serve, including logistics, storage, and handling costs, to ensure that the recommended assortments are not only effective but also operationally efficient. This helps businesses make informed decisions that balance product availability with cost efficiency, avoiding unnecessary disruptions and expenses.

The integration approach is flexible, allowing us to read directly from a client-owned storage bucket or one managed by jahan.ai with client access. We can also connect to data sources directly, including Fabric, Snowflake, Databricks, BigQuery, Oracle, SAP, Microsoft Dynamics, and more. Additionally, SFTP server access is available if needed. We offer a variety of integration patterns to suit specific customer requirements.