Batches Not Tracked Individually
Inventory was often tracked at the product level, obscuring differences in shelf life between individual batches.
LOGISTICS MVP CASE STUDY
Prioritizing Every Delivery By How Little Shelf Life Is Left
Short-shelf-life products need batch-level tracking and prioritized delivery, but many logistics setups treat every shipment the same regardless of how close it is to expiring. We designed and built a greenfield MVP that gives logistics teams batch tracking, expiry management, storage condition monitoring and delivery prioritization built around shelf life.
▣ Greenfield Platform Build A perishable goods logistics platform was designed and built from scratch around batch-level shelf-life tracking.
♙ Batch-Level Granularity Tracking happens at the batch level, not just the product level, since shelf life varies between batches.
✦ Priority-Driven Delivery Delivery sequencing is driven by which batches are closest to their expiry window.
Making Shelf Life A First-Class Factor In Every Delivery Decision
Short-shelf-life products can have meaningfully different expiry windows even within the same product line, depending on the batch and how it's been stored. Treating all inventory the same for delivery prioritization risks shipping older batches too late and newer batches too early.
This MVP gives logistics teams a platform to handle short-shelf-life products with batch tracking, expiry management, storage condition monitoring and prioritized delivery based on real shelf-life data.
▥IndustryLogistics & Supply Chain
◇ProductPerishable Goods Logistics Platform
♙AudiencePerishable Goods Logistics Teams
⌁DeliveryGreenfield MVP Build
The Challenge
Storage Conditions Loosely Monitored
Storage conditions affecting shelf life weren't consistently logged against the batches they impacted.
Delivery Order Not Shelf-Life Driven
Delivery sequencing followed standard logistics rules rather than prioritizing batches closest to expiry.
What We Can Identified
A logistics platform that tracks perishable goods by batch and prioritizes delivery based on real shelf-life data.
Batch-Level Tracking
Each batch of perishable goods is tracked individually, capturing production date, shelf life and current status.
Expiry Management
Expiry windows are tracked per batch, giving teams a clear view of which stock needs to move first.
Storage Condition Logging
Storage conditions relevant to shelf life are logged against each batch, supporting quality tracking.
Prioritized Delivery Sequencing
Delivery routes and sequencing are informed by batch expiry data, moving the most urgent stock first.
Batch Status Dashboard
Teams see batch status and expiry urgency across the full inventory at a glance.
Waste Risk Alerts
Batches at risk of expiring before they can be delivered are flagged early for intervention.
How MVPHUB Built The Perishable Goods Logistics Platform From Concept To MVP
1
◇ Map The Batch Lifecycle
We traced how perishable batches move from storage through prioritization to delivery in real operations.
2
✎ Prioritize Batch-Level Tracking
We scoped the MVP around individual batch tracking, the foundation for any shelf-life-driven prioritization.
3
✦ Design The Batch-Priority Model
Batches, expiry windows and storage conditions were modeled together to drive delivery sequencing.
4
♢ Build & Test
Core screens for batch tracking, expiry management and prioritized delivery were built and tested.
5
⌁ Launch The MVP
The platform launched ready for logistics teams to prioritize delivery based on real batch-level shelf life.
Not all inventory ages the same. Track it by batch, prioritize by shelf life, and waste stops being the default outcome.
Engineering Behind The Perishable Goods Platform
Batch-Centric Data Model
Batches, expiry windows and storage conditions were modeled individually to reflect real shelf-life variation.
Priority Sequencing Logic
Delivery sequencing is calculated from batch expiry urgency rather than fixed route order.
Waste Risk Detection
Batches unlikely to reach delivery before expiry are flagged automatically for review.
Built For Continued Growth
The data model supports adding automated storage sensor feeds as the platform matures.
The Outcome
Before: Fragmented & Manual
× Inventory tracked at product level, not batch level
× Storage conditions loosely logged against shelf life
× Delivery sequencing not driven by expiry urgency
× Waste discovered only after batches expired
× No early warning for at-risk inventory
After: A Connected Workflow
✓ Batch-level tracking with individual expiry windows
✓ Storage conditions logged against each batch
✓ Delivery sequenced by real shelf-life urgency
✓ At-risk batches flagged before they expire
✓ A platform ready to add automated sensor data
A Greenfield MVP Ready For Real Operations
Greenfield MVP Build
Perishable goods logistics teams
Batch-to-delivery workflow
Expiry-driven prioritization
From Product-Level Guesswork To Batch-Level Precision
Track the batch. Watch the expiry. Deliver in the right order.
Perishable goods don't all age at the same rate, and delivery logistics shouldn't treat them as if they do. This MVP gives logistics teams batch-level tracking and expiry-driven delivery prioritization that reduces waste.
THE MVPHUB PRINCIPLE
“Shelf life isn't a product attribute — it's a batch attribute. Track it at the right level, and prioritization becomes obvious instead of guesswork.
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Shipping Perishables Without Batch-Level Expiry Tracking?
Bring us your perishable goods logistics process, however manual it is today. MVPHUB can help you define the right MVP scope and build a platform that tracks batches and prioritizes delivery by shelf life.
AI-accelerated. Expert-verified. Built around the outcome your first release needs to prove.
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