EdgeReduce - AI-Powered Spoilage & Shrink Optimization

EdgeReduce is a turnkey AI-powered solution built to help CPG manufacturers, retailers, and distributors predict and prevent product spoilage and shrink across the supply chain without changing existing platforms.

Developed by Edgelogix and deployed through AWS by ClearScale, EdgeReduce uses advanced machine learning to deliver SKU-level predictions and prescriptive actions (e.g.,markdowns, reallocation) directly into your current workflows. This Managed Service uses AWS EC2, S3, and Databricks on AWS.

No new software. No retraining. Just results delivered through your existing infrastructure or a secure, hosted environment.

EdgeReduce is designed for operations, supply chain, and finance leaders at companies in:

CPG (Consumer Packaged Goods)

Food & Beverage Manufacturing

Grocery, Club, and Specialty Retail

National and Regional Distributors

Private Equity-backed consumer brands

Organizations experiencing high spoilage, product returns, or aging inventory challenges will see immediate ROI.

Our 5-Step Delivery Process

As a Professional Service, we follow a proven 5-step engagement model:

1. Plug In: We connect to your existing data (CSVs, APIs, data lakes) with no complex IT lift.

2. Predict: Our Amazon SageMaker models identify high-risk SKUs by location and timing.

3. Recommend: We generate clear, actionable recommendations (reallocate, markdown, etc.).

4. Deliver: Recommendations are sent directly into your existing workflows (email, ERP, task systems).

5. Measure: We provide weekly impact tracking to measure margin saved and prove ROI.

Flexible Deployment Models

We start with a 30-45 Day Pilot to prove the value on your data. This includes model setup, alert delivery, and impact tracking.

After the pilot, choose your deployment model:

• EdgeReduce™ Native: Deployed into your existing data lake (e.g., Amazon Redshift). No data leaves your environment.

• EdgeReduce™ Boost: We deploy a focused data layer into your AWS account for organizations with siloed data.

• EdgeReduce™ Cloud (SaaS): A fully-hosted model. You send us your data, and we handle the rest.