How a Home Appliance Manufacturer Tackled Slow-Moving Inventory

The Challenge

Finished home appliances were accumulating in parts of the manufacturer’s warehouse network, but the reasons were not always visible from a single inventory report. Stock age, sales movement, regional demand and commercial activity were tracked in different views, making it difficult to decide which items deserved attention first.

Inventory planners working across product ranges and sales channels needed more than a list of slow-moving appliances. They needed context and practical options for working with sales, warehouse and supply-planning teams before ageing inventory became a larger operational burden.

The Solution

With cognipeer Studio, our team designed an AI-assisted inventory review workflow that brought together stock ageing, sales velocity, campaign history and available regional demand signals. It identified appliance models with persistently low movement and explained the factors behind each recommendation.

The workflow organised potential next steps, including reviewing sales activity, considering regional stock transfers, assessing targeted commercial actions or adjusting replenishment plans. These recommendations were presented to the responsible teams for approval rather than making pricing or inventory decisions automatically.

Implementation

1. Connected inventory context. We defined the stock, sales and demand inputs used to assess product movement.
2. Identified priority items. The workflow highlighted ageing products and evaluated their sales velocity and location context.
3. Generated action options. We configured the process to explain relevant commercial, warehouse and planning considerations.
4. Supported coordinated review. The outputs were structured for discussion between inventory planning, sales operations and warehouse stakeholders.

Business Impact

The team moved from reviewing disconnected reports towards a more practical inventory decision process. Slow-moving items were easier to spot, and each priority item could be discussed alongside its commercial and operational context.

• Earlier identification of slow-moving stock before it was overlooked in periodic reporting.
• More informed inventory discussions using stock and sales context together.
• Clearer options for corrective action across commercial and planning teams.
• Less manual report interpretation when prioritising inventory reviews.

Technology Behind the Solution