Scaling Quality & Compliance at 10–15 Tons/Day — A High-Volume Bakery Story

Pain Points

1. Manual GRN and inwarding processes caused limited traceability.
2. Quality compliance checks were inconsistent, lacking real-time control.
3. No systematic item-level real-time QC monitoring of finished goods.

Our Solution

1. Machine-driven inwarding: Automated GRN entries and warehouse stock management improved visibility.
2. App-based QC sampling during procurement for vendor performance.
3. Real-time QC, Weight, temperature, and visual quality tracked daily across all SKUs.
4. Process capability analysis: Linked production inputs with QC data to detect variance trends.

Impact & Results

• 91% inbound fulfillment accuracy across 25+ vendors (3-month average).
• 137,667+ QC scans over 6 months, ensuring rigorous checks on weight, temperature, and visual quality.

Conclusion

For high-volume bakeries, automated inwarding and QC digitization provide traceability, reduce quality drift, and ensure consistency at an industrial scale. By replacing manual, error-prone workflows with AI-driven digitization, food and bakery operations see measurable improvements in cost control, fulfillment accuracy, and quality compliance.