// industries · agriculture
From the packing line to the loading dock, we built it all.
A large industrial agriculture / greenhouse produce operation runs every day on software we designed, built, and operate — the backend, every app their staff touches, the integrations to the machines on the floor, and the servers it all runs on. One firm, end to end.
> trace_lot("recall: lot 4471")
+ harvest bin → filler → pallet → shipment → customer
+ cases located across every carrier and door
+ recall scope resolved in seconds, not days
// the operating reality
Off-the-shelf software doesn't fit a real produce operation.
Fresh produce moves on its own clock. Cold-chain integrity, lot-level traceability, packing-line hardware that has to be talked to in real time, recall readiness that certifications demand — generic warehouse or ERP software wasn't built for any of it. A real operation needs software that talks to the physical machines, runs on kiosks in coolers and at loading docks, and keeps moving when the line is moving.
A Python/Flask backend with 70+ data models across a multi-database PostgreSQL architecture.
Backend, every floor app, hardware integration, and infrastructure — built and operated by one team.
Not a single project. A living system we ship to continuously, and the servers we run.
The same onshore team across the entire stack.
// what we built
One team. The whole stack.
A Python/Flask REST platform — 500+ endpoints, 70+ data models, and a multi-database PostgreSQL architecture that separates logistics, labor, and administrative data. JWT auth, background job scheduling, document and QC-image object storage, PDF generation.
Windows desktop applications and Android apps used on the warehouse floor, at loading docks, and at employee kiosks. Every screen, on every platform, built by us.
Direct integration with industrial packing-line equipment — automated bin fillers and labeling/packing machinery, including AWETA-line sorting and grading identifiers — with real-time event tracking by color, lot, harvest date, and pack date. Scales, barcode/QR scanners, and PDF-driven label printing, across a device registry managing four classes of floor hardware.
Self-hosted environments managed over a WireGuard VPN, with GitLab CI/CD deployment pipelines, staging and production, and real-time error alerting into Slack. We don't just ship it — we run it.
// what the system does
From harvest bin to customer delivery
Pallet and bin tracking through the full lifecycle — creation, packing, cold storage, shipment — across a multi-warehouse, multi-door facility model with 13 distinct location types. QR identification on every trackable entity, scannable with standard hardware.
Full shipment lifecycle (open → paid → ready → shipped) with temperature and cleanliness verification for cold-chain integrity. Driver kiosks at the docks for check-in, trailer assignment, and pickup/dropoff logging. Automated customer notifications with generated PDF packing slips on close.
Time-clock kiosks that capture photos for punch verification, with automatic logout safeguards and audit logging. Job assignment, scale-integrated productivity tracking, and compliance records — incidents, training and certification, document-expiry alerts, leave.
Lot-number traceability through the entire chain: harvest bin → filler → pallet → shipment — full recall capability from delivery back to harvest. QC box inspections with defect documentation and photo evidence. Equipment cleaning records, waste-stream tracking, and pest-control monitoring — the audit trail agricultural certifications require.
// what you could ask
The questions a real-time operation should answer instantly
// the outcome
Recall-ready, cold-chain-proven, audit-ready — by design.
Traceability isn't a feature here, it's the business outcome. Every pallet traces back to a harvest bin and forward to a customer, so a recall is a query, not a fire drill. Cold-chain verification is captured at shipment, so the proof exists before anyone asks. The cleaning, waste, and pest-control records certifications demand are part of the system, not a binder someone fills out later.
The whole system runs on infrastructure the operation controls — self-hosted, US-based, operated by the same team that built it. The data that runs the floor stays where the floor is.
> verify cold_chain --shipments closed_today
+ temperature verified · cleanliness verified
> export audit_trail --cleaning --waste --pest_control
+ complete · ready before anyone asks
> locate fire_drill
x not found
// where to start
Have an operation that off-the-shelf software doesn't fit?
We're not a body shop and we're not selling a product. We embed as a long-term engineering partner and build the system your operation actually runs on — then we keep running it with you.