The race to build robust AI infrastructure is intensifying as global demand for artificial intelligence accelerates. AiNET Factory, a leader in large-scale AI infrastructure, will take center stage at NVIDIA GTC 2026. Founder Deepak Jain will lead sessions examining the changing landscape of AI factories and the growing need for advanced compute solutions.
Deepak Jain to Lead AI Infrastructure Sessions at GTC 2026
At the upcoming NVIDIA GTC 2026 conference in San Jose, Deepak Jain is set to host two pivotal sessions. Both aim to address the pressing concerns of the AI compute industry. These sessions will focus on the foundational infrastructure, including GPU capacity and energy systems, that enable organizations to develop next-generation AI models and applications. As demand for compute power rises, Jain’s discussions will help founders, investors, and enterprises better understand the strategies required to keep pace.
Exploring the Economics and Buildout of AI Factories
Jain’s sessions will tackle the economics and logistics behind large-scale AI Factories, highlighting topics such as:
- Power constraints impacting AI market growth
- Timelines for deploying AI-ready infrastructure versus GPU availability
- Retrofitting traditional data centers for new AI workloads
- The origin of the next phase of global AI compute capacity
Additionally, the talks will explore financing methods and compare AI factories to data centers and major energy projects. Jain’s expertise will provide critical insight into how private equity, venture capital, and strategic investors can participate in fueling the AI revolution.
AiNET Factory’s Role in Shaping Global AI Infrastructure
AiNET Factory stands at the forefront of developing the physical backbone for tomorrow’s AI economy. These AI factories blend data center design, power infrastructure, energy systems, and GPU clusters. This integrated approach enables organizations to train and deploy large-scale AI systems at unprecedented scale. Under Jain’s leadership, AiNET Factory is influencing how the industry approaches design, deployment, and financing of future-focused AI compute facilities.
As AI continues to redefine industries across the globe, the need for scalable infrastructure solutions becomes ever more urgent. Jain’s sessions at NVIDIA GTC 2026 and the work by AiNET Factory will shed light on the challenges and opportunities driving the future of AI. For businesses and investors eager to shape the next wave of AI innovation, these discussions offer a valuable roadmap.
Don’t miss our latest Startup News: Harmonic Spectrum X Plus Delivers Breakthrough in Broadcast Efficiency
