Author: Vasanth Manickam

Vasanth Manickam is a Quality Engineering leader at Aspire Systems with a track record spanning enterprise QE delivery, AI-assisted testing strategy, and go-to-market execution. Having worked with large enterprises across complex, multi-platform environments, he has a ground-level view of where quality programs succeed, where they stall, and what it actually takes to make intelligent QE operational at scale. He is a strong advocate for AI-augmented testing and modern QE practices — and writes on what intelligent, scalable quality engineering looks like when it is done right.