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The Supply Chain Overhaul: Turning Excel Overload into Predictive AI Power

How Belcorp built a reusable, governed foundation for replenishment, forecasting, shortage management, and waste control.

The Supply Chain Overhaul: Turning Excel Overload into Predictive AI Power
  • 99.7% More efficient replenishment

  • $1.7M Annual gross benefit

  • 500%+ First-year ROI in waste control

Company

Belcorp

HQ / Location

Columbia

Industry

Retail & Consumer

Department

Operations

Scale

6,000+ employees in 14 countries

The challenge

At Belcorp, planners relied on fragmented spreadsheets and manual SAP queries to forecast demand and balance inventory. Forecasting took weeks, replenishment required day-long cycles, shortages were detected after stockouts occurred, and waste tracking depended on paper forms—driving delays, errors, and avoidable financial losses.

Use cases transformed into AI-Native

With UnifyApps, Belcorp unified planning, execution, and exception management into a reusable, AI-Native supply chain engine:

Belcorp - Product Replenishment

Product Replenishment

  • BEFORE 12-hour bi-weekly Excel and SAP validation cycles

  • COST Two days lost per cycle; delayed decisions

  • AFTER Automated balancing engine running in 5 minutes

  • BUSINESS IMPACT 99.7% efficiency gain and real-time visibility

Belcorp - AI-Powered Short Term Forecasting

AI-Powered Short Term Forecasting

  • BEFORE Weeks of manual forecasting and gut-feel adjustments

  • COST Reactive inventory decisions and missed signals

  • AFTER AI forecasts generated in minutes via Snowflake

  • BUSINESS IMPACT Faster, data-driven planning at scale

Belcorp - Shortage and Coverage Management

Shortage and Coverage Management

  • BEFORE Reactive shortage detection after stockouts

  • COST 2–3% revenue loss from delayed response

  • AFTER Real-time shortage detection with USD impact modeling

  • BUSINESS IMPACT Proactive rerouting and inter-center transfers

Belcorp - Waste Control Management

Waste Control Management

  • BEFORE 400+ daily paper forms with 15–20% errors

  • COST $50K+ fines and $200K+ payment delays annually

  • AFTER Digital platform with instant capture and validation

  • BUSINESS IMPACT 500%+ ROI and near-zero data errors

Rapid deployment, no ERP replacement

Traditional transformations take years.

UnifyApps delivered payback in 2–4 months.

Built on AWS

Drawing on AWS's wide array of managed services, UnifyApps stood up an agentic automation platform on Amazon EKS — combining DocumentDB, MSK, ElastiCache, and S3 for the data and workflow layer with Amazon Bedrock and OpenSearch for AI reasoning.

Because these services interoperate natively, UnifyApps could unify source systems and run AI-driven workflows without stitching together third-party tooling. The flexibility to scale compute and AI independently let new automations ship faster while reducing manual effort.

Key Integrations
Snowflake
Microsoft Sharepoint

AI doesn’t scale through pilots. It scales through architecture.

See how UnifyApps helps supply chain teams build once and scale AI everywhere.