QA & Test Automation for Logistics & Supply Chain

Some things should stay manual. Exploratory testing and genuine usability judgement do not automate, and pretending otherwise wastes effort on both sides.

In logistics & supply chain, your data depends on partners whose systems you do not control. That single fact reshapes how qa & test automation has to be built here, the guardrails, the approval points and the evidence trail are design inputs rather than things bolted on before go-live.

The workload we are most often asked to take on first is shipping document processing, usually integrated against WMS. We build the smallest thing that proves the case, put it in front of real users, and expand only what earns its keep.

Multi-model by default, so a provider outage is a routing decision rather than an incident. You own the code, the models where they are open-weight, and the documentation to run it without us.