Building A Season-Aware Inventory
Restock Advisor Agent On Aws

Plezer Digital Imaging is a photo-printing business that faces highly seasonal demand across weddings, festivals, and school cycles. Their inventory decisions for consumables like photo paper and press inks were previously based on manual checks and static spreadsheet thresholds, which made planning unreliable during demand spikes.lambertlabs+1

The team needed a better way to predict when stock should be reordered. Fixed reorder rules were not able to adapt to seasonal swings, so Plezer risked stockouts during peak production periods and excess inventory during slower months.

Silicon Power Solutions worked with Plezer Digital Imaging to identify the gaps in the manual replenishment process and design a more intelligent workflow. Instead of replacing the production team’s judgment, we built a recommendation system that supports decisionmaking with live inventory insights.

We implemented an Inventory Restock Advisor Agent on Amazon Bedrock, AgentCore Runtime, DynamoDB, and S3. The solution continuously analyzes consumption trends and delivers seasonally-aware restock recommendations, helping the team make better purchasing decisions while keeping final approval with the production manager.lambertlabs+1.

Plezer Digital Imaging now has a smarter inventory planning process that is better aligned with real demand. The new approach reduces the risk of stockouts, avoids unnecessary overbuying, and gives the team a practical way to stay prepared during peak seasons.

Dinesh Khemani, Director, Plezer Digital Imaging

“Silicon Power Solutions helped us move from a manual spreadsheet process to a smart AWS-based restock advisor that gives us timely, season-aware inventory guidance.”