DeepAware - Automation for next-gen AI data centers

DeepAware - Automation for next-gen AI data centers

👋 Hello world! Are you ready to embrace a much more efficient AI infrastructure? Check out DeepAware / LinkedIn:

https://youtu.be/mywozPhOAnA

TL;DR

1. DeepAware AI brings Google- and Amazon-level technology to any data center, making them more secure, efficient, and autonomous.
2. Our reinforcement learning scheduler, real-time market integration, and robotics cut energy waste by up to 30% while ensuring 24/7 uptime.

Problem

1. With AI workloads surging, the data center industry is booming—global capacity is expanding rapidly, and the market is projected to hit $1 trillion by 2030
2. Data centers waste 20–30% of energy due to siloed tooling and manual controls.
3. Hyperscalers like Google and Amazon solve this with custom AI, but mid-market operators lack access to those technologies.

Solution
DeepAware brings Google- and Amazon-grade AI controls to any data center:

1. RL Scheduler optimizes GPU workload placement for power, performance, and cost.
2. Real-Time Market Integration shifts workloads to low-price windows and supports demand-response programs.
3. Unified Dashboard for one-click policy tuning, automated alerts, and “what-if” scenario testing.
4. Autonomous Robotics (coming soon) for remote “robot hand” inspections, cable swaps, and maintenance—enabling 24/7 physical operations with minimal on-site staff.

Our Team:

1. We are both second-time founders. We spent 3 years together building our first company providing second-level energy optimization for dozens of factory.

Traction:

1. 6-digit agreement with a major 30 MW+ data center operator to use our system.
2. Simulation results show 15% energy savings.
3. Industry validated through Green AI Summits at Harvard with industry leaders from Oracle and Meta AI.

Ask:
We’re looking for:

1. Data center operators (and people in the AI infra sector) interested in piloting AI-driven optimization.
2. AI/ML researchers tackling real-world control problems.

Got feedback or want to pilot? Reach out: 👉 jerry@deepawareai.com or LinkedIn visit http://deepawareai.com/.