{"id":92985,"title":"DeepAware - Automation for next-gen AI data centers","tagline":"AI-driven automation that makes any data center as secure, efficient, and adaptive as Google’s or Amazon’s.","body":"## **DeepAware - Automation for next-gen AI data centers**\n\n👋 Hello world! Are you ready to embrace a much more efficient AI infrastructure? Check out [DeepAware](http://deepawareai.com/) / [LinkedIn](https://www.linkedin.com/company/deepaware/):\n\nhttps://youtu.be/mywozPhOAnA\n\nTL;DR\n\n1. DeepAware AI brings Google- and Amazon-level technology to any data center, making them more secure, efficient, and autonomous.\n2. Our reinforcement learning scheduler, real-time market integration, and robotics cut energy waste by up to 30% while ensuring 24/7 uptime.\n\n![uploaded image](/media/?type=post\u0026id=92985\u0026key=user_uploads/2760576/4188b3ad-71bd-4af7-a52d-eac733f67211)\n\n**Problem**\n\n1. 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**\n2. Data centers waste 20–30% of energy due to siloed tooling and manual controls.\n3. Hyperscalers like Google and Amazon solve this with custom AI, but mid-market operators lack access to those technologies.\n\n![uploaded image](/media/?type=post\u0026id=92985\u0026key=user_uploads/2760576/c08c6a9b-22d9-4ffa-830a-c828ce7597a5)\n\n**Solution**\\\nDeepAware brings Google- and Amazon-grade AI controls to any data center:\n\n1. **RL Scheduler** optimizes GPU workload placement for power, performance, and cost.\n2. **Real-Time Market Integration** shifts workloads to low-price windows and supports demand-response programs.\n3. **Unified Dashboard** for one-click policy tuning, automated alerts, and “what-if” scenario testing.\n4. **Autonomous Robotics (coming soon)** for remote “robot hand” inspections, cable swaps, and maintenance—enabling 24/7 physical operations with minimal on-site staff.\n\n![](https://lh7-rt.googleusercontent.com/docsz/AD_4nXeWFdq7APkR0uqewAgWtXeKANKr7EDV1KIz0diikWoGKDlTmA6bqIP_-8vNP0V4Fp9d0il-oEnk8u4uCkO_usPJd4xVHtCOifCEAgMO4muD-Dh7s_sFDGyNnR8YeClKD71vLBoOeA?key=Ok6o8HSu--upaY5wBSe41Q)\n\n**Our Team:** \n\n1. We are both second-time founders. We spent 3 years together building our first company providing second-level energy optimization for dozens of factory.\n\n**Traction:**\n\n1. **6-digit agreement** with a major 30 MW+ data center operator to use our system.\n2. **Simulation results** show 15% energy savings.\n3. **Industry validated** through Green AI Summits at Harvard with industry leaders from Oracle and Meta AI.\n\n**Ask:\\\nWe’re looking for:**\n\n1. **Data center operators** (and people in the AI infra sector) interested in piloting AI-driven optimization.\n2. **AI/ML researchers** tackling real-world control problems.\n\nGot feedback or want to pilot? Reach out: 👉 [jerry@deepawareai.com](mailto:jerry@deepawareai.com) or [LinkedIn](https://www.linkedin.com/in/jerryh01/) visit http://deepawareai.com/.\n\n![uploaded image](/media/?type=post\u0026id=92985\u0026key=user_uploads/2760576/03fe5788-d736-48c7-83f3-98bf11b31fca)\n\n","slug":"OBl-deepaware-automation-for-next-gen-ai-data-centers","created_at":"2025-08-14T01:42:09.062Z","updated_at":"2026-05-25T01:55:32.166Z","total_vote_count":15,"url":"https://www.ycombinator.com/launches/OBl-deepaware-automation-for-next-gen-ai-data-centers","share_image_url":"https://www.ycombinator.com/media/?type=post\u0026id=92985\u0026key=user_uploads/2760576/03fe5788-d736-48c7-83f3-98bf11b31fca","company":{"id":30662,"name":"DeepAware AI","slug":"deepaware-ai","url":"https://roboticscenter.ai/","logo":"https://bookface-images.s3.amazonaws.com/small_logos/c1f361055ad23340a67d324b48d58339307211fb.png","batch":"Summer 2025","industry":"Industrials","tags":["Artificial Intelligence","Machine Learning","Robotics","Supply Chain","Data Engineering"],"search_path":"https://bookface.ycombinator.com/company/30662"}}