Rupreet Gujral is an AI and Systems Architect, practitioner, serial entrepreneur, and angel investor with 25 years of experience across enterprise technology, global consulting, and startups. His work focuses on designing practical AI systems that can move beyond demos into reliable, production-ready products. He architects agentic systems and LLM infrastructure, including multi-agent workflows, context and memory management, observability, cost governance, and AI product engineering. His experience includes founding startups, shipping patents, and working with organisations such as Microsoft and Accenture.

Through his writing, Gujral shares practitioner insights on building AI in real-world settings, with an emphasis on architecture, engineering, and the decisions that shape successful enterprise adoption. He is also developing gFactory, an experiment in autonomous software production, building on Pebble, his agentic coding harness. For individuals and organisations seeking guidance, he offers limited one-to-one sessions on AI architecture, defensible AI products, technical strategy for non-technical founders, career decisions, and fractional CTO or technology advisory support.