Algorithm Research

DeepCtrls
Reshaping Global Compute and Energy Infrastructure with Physical AI
DeepCtrls is a global Physical AI company reshaping the world's compute and energy infrastructure.
Since 2018, DeepCtrls has developed its proprietary PhyAI™ Engine, combining physics-based models with AI to help machines understand and optimize real-world energy systems through autonomous decision-making and closed-loop control.
Serving high-energy-demand sectors including AI data centers, advanced manufacturing, and public infrastructure, DeepCtrls is building L4/L5 energy intelligence agents for autonomous energy optimization.
Today, DeepCtrls serves 390+ leading enterprises across China, Southeast Asia, the Middle East, and North America, driving global compute and energy infrastructure toward greater efficiency, safety, and autonomy.
Equipment Types
Efficiency Improvement
Enterprise Customers
Equipment Models
Patents & IP Assets

A Team Bridging Frontier Research & Industry Expertise
Company Milestones
Core team members come from Tsinghua University, Fudan University, Lawrence Berkeley National Laboratory, Siemens China Research Institute, Tencent, SoftBank China, and leading global institutions. The team combines expertise across physics research, AI algorithms, industrial control, product commercialization, and global deployment.
2018
Founded DeepCtrls and initiated PhyAI™ development based on physics-driven AI.
2019–2022
Developed and productized physics models, system simulation, and closed-loop control technologies.
2023
Scaled deployments across advanced manufacturing and public infrastructure, with Pre-A and Series A financing from leading investors.
2024
Built the AI agent product portfolio and expanded into data centers and global markets.
2025
Scaled DeepSYS, DeepBot, and DeepOS across enterprise sites, expanding into AI data centers, liquid cooling, and compute-energy coordination.
2026
Launched L4 compute-energy AI platforms, advanced liquid cooling intelligence, and accelerated global deployment with Series B financing.
Core team from leading companies and top universities
Cross-Disciplinary Team
Proven Industry Experience
Lawrence Berkeley National Laboratory
Tsinghua University
Fudan University
Johns Hopkins University
Zhejiang
University
Shanghai Jiao Tong University
Xi'an Jiaotong University
Harbin Institute of Technology
Tongji
University
USTC
Huawei
Siemens
Tencent
Atlas Copco

View More
Company Credentials
National-Level "Little Giant" Specialized & Innovative Enterprise
National High-Tech Enterprise
2× National Intelligent Computing Foundation Awards
National Intelligent Manufacturing Foundation Award
CMMI Level 5 Certification
CS Level 2 Certification
ITSS Level 3 Certification
MIIT Compute-Energy Coordination Technology Initiative
View More
Forbes China Top 30 Digital Technology Leaders
IDC China AI 50 (2026)
WEF Technology Pioneer — Global Top 100, China Top 10
No.1 — New Energy, China Innovation Competition
W.Media AI Data Center Energy Efficiency Innovation Award (APAC Winner)
CYZone China Globalization Innovators Top 100
Highest Award, China Unicorn Competition Finals
Awards & Recognition
Backed by Leading Investors & Industry Partners















DeepCtrls Global Business Presence
Powered by standardized AI agents, equipment models, edge deployment, and remote O&M, DeepCtrls delivers localized support for global customers.





Contact Us
Marketing & Media Inquiries
Email: market@deepctrls.com
Careers & Talent Acquisition
Email: career@deepctrls.com
Company Address

Singapore
#1302, 13F, Sisu Building, 138 Sisu Street, Singapore

Bac Ninh, Vietnam
No. CL16-36, Him Lam Green Park, Phu Chuan District, Bac Ninh, Vietnam

Bangkok, Thailand
No. 9/119, Soi 1/14, Lat Krabang District, Bangkok Metropolitan Region, Thailand

Nanjing, Jiangsu
6F, Building A, Chuangzhi Tower, No.17 Xinghuo Road, Jiangbei New Area, Nanjing, China

Shenzhen, Guangdong
Room 1007, Building B, Shenzhen Bay Eco-Technology Park, Nanshan District, Shenzhen, China

Chengdu, Sichuan
Building 1, Yudu, No.230 Yidou West Road, Longquanyi District, Chengdu, China

Kunming, Yunnan
Room 1104, South Tower, Wanda Twin Towers, Xishan District, Kunming, China
Reshaping Global Compute and Energy Infrastructure with Physical AI
Proprietary PhyAI™ Physical AI EngineSavings verified in real time 10%-40%Deployed at scale across industries 390+ customers
Get Your Free Energy Savings Assessment