How a $250M+ Frozen Food Manufacturer Cut Daily Inventory Reporting from 120 Minutes to 5 Minutes and Saved $44,000 Annually
A $250M+ frozen food manufacturer managed inventory across multiple third-party warehouses and cold storage facilities. Accurate inventory visibility was critical for supply planning, production scheduling, customer service, and inventory management. However, the company relied on a highly manual inventory reporting process that required data from twelve separate sources, including warehouse portals and accounting system reports, to be downloaded, reconciled, and consolidated twice each day.
The Challenge: Twelve Data Sources, Two Daily Runs, No Room for Error
The daily inventory report was built manually using twelve separate data sources, each with different formats, product codes, and naming conventions. The process consumed approximately two hours every business day and required extensive spreadsheet manipulation, reconciliations, inventory calculations, and exception reviews. Errors could result in inaccurate inventory positions, while the process itself depended heavily on the knowledge of a single employee.
Key pain points included:
- Twelve files manually processed each day
- Approximately 520 labor hours annually spent on reporting
- Manual product code matching and inventory reconciliations
- No automated exception or stockout detection
- High risk of spreadsheet errors
- A critical single point of failure within the operations team
The Solution: Agentic AI-Powered Inventory Reporting
WorkAgentic developed a custom inventory reporting application powered by Agentic AI that automated the entire workflow. The application automatically standardized data from all twelve sources, reconciled inventory information, calculated forward-looking inventory balances, identified inventory exceptions, and generated a fully formatted Excel report ready for distribution. The solution was deployed on the client's existing infrastructure with no new software licenses, servers, or IT involvement.
Results: Operational Impact
Operational Impact
Key outcomes included:
- Reduced report preparation time from 120 minutes to less than 5 minutes
- Eliminated manual reconciliations and spreadsheet manipulation
- Automated inventory exception detection
- Removed human error from the reporting process
- Eliminated a critical single point of failure
- Improved reporting consistency and reliability
Why the Solution Worked
WorkAgentic automated an existing process rather than forcing operational changes. The solution consolidated data from twelve sources, automated inventory calculations, identified risks, and generated a ready-to-distribute report in minutes — transforming a two-hour daily process into five minutes, recovering 520 annual staff hours, and eliminating a critical single-employee dependency.
Inventory Reporting Automation Savings Schedule
Case Study: $250M+ Frozen Food Manufacturer
| Savings Category | Annual Value |
|---|---|
| Operations Labor Capacity Recovered | $33,800 |
| Data Integration Platform Eliminated | $10,200 |
| Gross Annual Savings | $44,000 |
| Less: One-Time Implementation Cost | ($4,000) |
| Net Annual Savings | $40,000 |
| Return on Investment | 10x |
| Payback Period | 1.2 Months |
Ready to eliminate your most time consuming recurring report?
Let’s discuss how Work Agentic can turn your most fragile manual workflow into a reliable, automated process, deployed on your existing systems, with no IT involvement required.
Book a Free Discovery Call