COCO — our own AI server for automated software testing

For enterprise clients, we operate and maintain our own dedicated AI server, named COCO. Unlike a general-purpose chatbot bolted onto a workflow, COCO is purpose-built and self-hosted specifically for automated testing of web software and cross-platform desktop applications — from login and authentication flows to full multi-step business processes.

COCO plans a test scenario, executes it against the real application, captures before-and-after screenshots and execution recordings as evidence, and produces a plain-language assessment of what passed, what failed, and why — including edge cases such as repeated failed logins, account lockouts, and recovery flows that are tedious and error-prone to test by hand. Because the server runs locally under our management, enterprise clients keep full control over where test data and screenshots are stored, without sending internal application traffic to a third-party cloud service by default.

We set up, configure and maintain COCO for each enterprise client individually — defining the test plans that matter for their specific application, tuning confidence thresholds, and deciding case by case when a result should be escalated for human review. The goal is not to replace a QA team, but to give it a tireless colleague that runs the repetitive regression tests before every release, before a human ever has to.