Recognizing Automation's Reach and Pivoting to Build It

Ashish joined Teachmint as a Manager of Strategy and Operations after completing a period of UPSC preparation. The role involved operational work including extracting information from structured documents and ingesting it into internal systems, tasks that were manual but systematic.

Within a short time, he recognized that the work he and his colleagues were doing was structurally automatable. The documents had printed, machine-readable fonts. The systems had API access. Even before the current generation of generative AI tools, the pipeline could have been replaced by software. The manual effort was not a feature of the problem; it was a gap in the tooling.

That observation sharpened a conviction: the people who would matter in the next phase of technology were the ones building the automation, not running the manual processes it would replace. He drew a direct parallel to the dot-com era, where the engineers and builders who shipped internet-native products were the ones who created lasting careers and impact.

He made a deliberate decision to move to Tailored AI, a company focused entirely on building AI solutions for enterprise clients, where he could be on the building side of the shift he had identified.