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TechGrouper

Logistics & supply chain

Tracking, driver and fleet apps, warehouse integration and customer notifications — built for patchy connectivity and events that arrive late, twice, or out of order.

The core data structure is an append-only stream of events from the physical world, and those events are unreliable in specific ways. A driver's phone loses signal in a basement and syncs four scans an hour later. A hub scanner fires twice. A delivery is marked complete before the pickup event arrives.

Systems that assume events arrive once, in order, and promptly will produce shipments in impossible states — and in this sector an impossible state means a customer being told something untrue about where their parcel is.

Add imprecise addresses, cash or card collection on delivery, and a driver workforce with high turnover, and the design constraints diverge sharply from a textbook warehouse system.

Five recurring problems.

01

Drivers working with no signal

Apps that stop working underground, in rural areas or inside warehouses. Offline-first with a sync queue and conflict handling is the fix, and it has to be designed in from the start.

02

Customers calling to ask where it is

Proactive notifications at each meaningful event — over SMS or WhatsApp — remove most of that call volume and reduce failed deliveries at the same time.

03

Carrier integrations that all differ

Every carrier has its own API, its own status vocabulary and its own idea of what 'delivered' means. Normalising them behind one internal model is the recurring engineering task.

04

Proof of delivery disputes

Signature, photo, timestamp and location captured on the device and synced reliably — plus the audit trail that settles the argument later.

05

Nobody agrees on the numbers

On-time percentage differs depending on who calculates it and from which system. Usually a definition problem before it's a reporting one.

The services that carry most of our logistics work.

01

Mobile App Development

Driver and field apps with offline queues, scanning, photo capture and battery-aware location tracking.

02

Enterprise Integration

Normalising carrier APIs, WMS feeds and customer systems into one event model that everything else reads from.

03

Communication Platform

Dispatch and delivery notifications over SMS and WhatsApp, including the pre-delivery message that prevents a failed attempt.

04

Custom Software Development

Control towers, dispatch consoles and the operational tooling that replaces the whiteboard and the shared spreadsheet.

05

Data & Analytics

On-time performance, cost per delivery and failure-reason analysis — with definitions everyone has actually agreed.

Four constraints we treat as requirements rather than edge cases.

01

Assume no connection

Every action a driver takes must complete locally and sync later. If the app needs a network round-trip to record a delivery, it will fail at exactly the wrong moment.

02

Assume events arrive out of order

Shipment state is derived from the event stream, with each event carrying its own occurred-at timestamp. Late-arriving events are reconciled rather than rejected.

03

Assume duplicates

A scanner fires twice, a driver taps twice, a retry succeeds after a timeout. Every event carries an idempotency key so replaying it changes nothing.

04

Assume the battery matters

Continuous GPS tracking will drain a phone before the shift ends and drivers will disable it. Adaptive sampling gets useful location data without killing the device.

Most logistics rescue projects we take on failed on one of these four, not on anything more sophisticated.

Usually. We've worked with modern REST APIs, older SOAP interfaces and carriers whose integration is a scheduled file exchange. The approach is to normalise all of them behind one internal event model, so adding or replacing a carrier later doesn't ripple through your whole system.

Start a project

The scan that doesn't sync, the carrier whose status never matches, or the customer calls you can't reduce. Any of them is a good place to start.

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