Retail & eCommerce

Shelf Space Optimization

AI planograms that optimize shelf space from foot traffic, sales velocity, and seasonal trends.

Scope a Pilot All Retail & eCommerce solutions
The challenge

Retailers need maximum shelf efficiency and product visibility with optimal placement in physical stores.

What it does

Shelf Space Optimization, in practice

AI-powered planogram generation to maximize product visibility and category performance.

1Analyze foot traffic, sales velocity, product affinity, and seasonality
2Simulate layouts to recommend optimal placement
3Monitor shelf performance in real time
4Detect planogram compliance issues with computer vision
5Balance brand objectives with sales data
Human-in-the-loop (VSTLabs)
Training and evaluation data validated by VSTLabs where models are involved.
How it comes together

Challenge, approach, systems, outcome

The solution as one route: the challenge on the left, what we put in place, and the result on the right.

  1. Business problem

    Retailers need maximum shelf efficiency and…

    Business challenge

  2. VentureSoft thinking

    Shelf Space Optimization

    VentureSoft approach

  3. Technology

    Analyze foot traffic, sales velocity…

  4. Technology

    Simulate layouts to recommend optimal…

  5. Technology

    Monitor shelf performance in real time

  6. Measured outcome

    Maximum product visibility and engagement

    Measured outcome

Delivery Approach

How we deliver Shelf Space Optimization

  1. 1
    Phase 1

    Discover

    Define the business KPI, data sources, integration points, and success criteria.

  2. 2
    Phase 2

    Data Foundation

    Integrate, govern, and prepare data, with human-validated labels where models need them.

  3. 3
    Phase 3

    Model & Build

    Develop the analytics, ML, or GenAI components and the workflow that consumes them.

  4. 4
    Phase 4

    Integrate

    Embed into ERP, CRM, portals, or operational systems with secure APIs.

  5. 5
    Destination

    Operate

    Monitor performance, retrain, and run the solution under managed services.

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Ready to accelerate outcomes?

Talk to our solution architects about a focused assessment or a scoped pilot for your priority use case.

Discuss Shelf Space Optimization All Retail & eCommerce solutions