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Shipment Investigator
Find lost shipments without manually searching hours of CCTV
Shipment Investigator helps sort-center teams investigate lost and missorted parcels from a single AWB. It traces operational scans, opens the relevant CCTV evidence, and returns the shipment’s last verified location with an evidence trail. The public demo uses simulated WMS/CCTV data; the architecture is designed so facility engineers can connect real WMS, VMS/CCTV, sorter and legacy systems.
Hi Product Hunt 👋
I kept coming back to a very simple operations problem:
A shipment disappears inside a sort center.
The WMS tells you where it was scanned. CCTV may show where it went next. Sorter systems have another piece of the story. But someone still has to manually jump between those systems, find the right cameras, search the right time windows and reconstruct what happened.
Shipment Investigator is my prototype for a different workflow:
Give it an AWB → trace the operational records → open the relevant CCTV evidence → return the last verified location.
The public version is intentionally a demonstrator. The WMS and CCTV evidence are simulated, while the application flow, Google authentication, investigation history, persistence and browser-driven investigation architecture are real.
The larger idea is not to replace a facility's systems. It is to work across the systems already there — WMS, CCTV/VMS, sorter controls, email and older web applications.
For a real deployment, the facility-specific work should mostly be integration: map its WMS, cameras, sorter topology and communication systems into a common investigation workflow.
I'm particularly interested in feedback from people working in logistics, warehousing, sort centers, fulfillment and operations.
After trying the demo, I'd love to know:
Could this actually help investigate lost or missorted shipments in your facility?
And if not, what would stop it from being useful?
Thanks for trying it.
About Shipment Investigator on Product Hunt
“Find lost shipments without manually searching hours of CCTV”
Shipment Investigator was submitted on Product Hunt and earned 1 upvotes and 1 comments, placing #155 on the daily leaderboard. Shipment Investigator helps sort-center teams investigate lost and missorted parcels from a single AWB. It traces operational scans, opens the relevant CCTV evidence, and returns the shipment’s last verified location with an evidence trail. The public demo uses simulated WMS/CCTV data; the architecture is designed so facility engineers can connect real WMS, VMS/CCTV, sorter and legacy systems.
On the analytics side, Shipment Investigator competes within Artificial Intelligence, GitHub, Delivery and Operations — topics that collectively have 528.9k followers on Product Hunt. The dashboard above tracks how Shipment Investigator performed against the three products that launched closest to it on the same day.
Who hunted Shipment Investigator?
Shipment Investigator was hunted by Yogesha M J. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Shipment Investigator including community comment highlights and product details, visit the product overview.
Yogesha M J