Case Study: Large Open-Collaborative Production Company achieves comprehensive daily QA and elimination of production bugs with Appvance.ai

A Appvance.ai Case Study

Preview of the Large Open-Collaborative Production Company Case Study

Large Open-Collaborative Production Company - Customer Case Study

Large Open-Collaborative Production Company, a fast-growing media production platform that enables visual artists, musicians, actors and filmmakers to collaborate on video projects, was hamstrung in 2019 by weak, ad hoc QA that impeded its rapid development. To address this, the company engaged Appvance.ai and deployed its AI-driven test automation platform, Appvance IQ (AIQ), to provide scalable, automated quality coverage.

Appvance.ai used AIQ to quickly blueprint the application and generate a comprehensive daily testing regime—producing over 2,000 AI‑generated tests covering more than 1,100 unique actions and adding hundreds of workflow tests via AIQ Test Designer—allowing QA to move from a tag‑team of ~2 FTEs to a single QA resource and reach full test coverage in three months. The result: the platform expanded from ~100 to 250 app‑pages with 100%+ functionality growth, nightly regression/smoke/functional tests on web and Android, production bugs from code defects eliminated, and reliability that now supports continued rapid growth.


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