Every new parameter multiplied the combinations to test, and the total grew exponentially as the platform expanded.
Manual testing needed more testers, hours and coordination with each release, with no gain in speed or confidence.
AI-assisted automation cut regression time by 60% for a global WMS platform
Our client provides a Warehouse Management System (WMS) used across Europe, the Americas and Asia-Pacific.
Hundreds of configurable parameters let each customer tailor the platform, from automated grid behaviour to putaway, picking, refill and inspection. That configurability is the platform’s biggest strength and it makes testing very demanding.
The challenge
Every new parameter multiplied the combinations to test, and the total grew exponentially as the platform expanded.
Manual testing needed more testers, hours and coordination with each release, with no gain in speed or confidence.
THE JOURNEY
Testing evolved in 4 stages, each solving the bottleneck the last one exposed.
We automated key manual tests in Selenium, BDD (Reqnroll) and .NET/C# to match the client’s stack, with varied data covering the platform’s configurations.
The suite grew to 350+ scenarios running in CI/CD nightly and before every release. One sequential run took 4 hours.
AI-assisted conversion agents ported 350+ tests to Playwright and TypeScript in a fraction of the time a manual rewrite would take.
Parallel lanes in one shared environment cut a full run from 4 hours to 1.5, so results arrive well ahead of each release.
CAPABILITIES
Behaviour-Driven Development (BDD) scenarios that product owners, testers and developers all read the same way.
Each test creates the products, locations, batches and settings it needs via REST API and SQL, then cleans up, so every run is independent and reproducible.
Lanes are designed around the shared parameter cache and robotics ports, so concurrent tests never interfere.
Live business-step logs, plus traces, videos and screenshots on failure, show exactly which step broke so the team can fix it fast.
OUR APPROACH
Automation that lasts. We build test suites that grow with your product, to internationally recognised standards as an ISTQB Platinum Partner.
AI where it counts. We find the real bottleneck first, then apply AI to remove it, with our engineers in control throughout.
Tell us where you want to go next. We'll bring the engineers, the process and the accountability to get you there.