Company
Timeline from early AI-in-CMS thinking to ERP platforms—and why commercial product work is on pause.
Read company →Xavoc Technocrats Pvt. Ltd.
Research-led engineering
We built ERP and web platforms for years—including early applied AI in CMS. That product chapter is dormant now while we focus on open research and careful experimentation.
A decade ahead of the curve
In 2014 we shipped xEpan — billed as the world’s first AI-enabled CMS. It used fuzzy logic, adaptive learning, and goal-driven content selection — a full decade before the current wave. The climate then was different: a lot of people treated the idea as hype, and we eventually had to pull AI back from how we presented the product. What the last few years have made plain is that we were not crazy — we were early.
That same research-first instinct still drives us. We still feel ahead of the curve — and this time we are following our gut and our research at full strength, without apologizing for a direction the world has finally caught up with.
Screenshots from the Wayback Machine, October 2014
What we do today
Xavoc Technocrats Pvt. Ltd. is a private company based in India. Today the emphasis is on research—architecture and models that do not fit neatly into an off-the-shelf product roadmap—and on sharing selected work in the open when it is ready.
Research
QLLM and other public repositories; a place to explore technical work without a sales funnel.
View research →Leadership
Who is driving direction day to day—presented as part of the company, not a personal takeover of the domain.
Leadership →