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Omen AI Enhances Data Center Cooling Efficiency Through Sixteen Million Dollar Acquisition of Aquatic Labs

November 2, 2026

The rapid expansion of artificial intelligence infrastructure has created a massive environmental and operational challenge regarding water usage. Modern data centers in the United States currently consume between 17 and 19 billion gallons of water annually to prevent specialized chips from overheating. With industry experts projecting this consumption could triple within five years, the efficiency of cooling systems has become a critical focal point for investors and operators alike. Traditionally, maintaining these systems required manual labor and off-site laboratory testing that could take several days, a delay that often led to expensive downtime or the premature disposal of cooling fluids to protect hardware.

Omen AI, a startup established in 2024, is addressing these inefficiencies by developing real-time sensors designed to monitor the health of cooling systems instantly. By identifying mechanical issues like failing valves or biological threats such as bacterial growth before they cause a blockage, the company aims to maximize uptime and reduce waste. Following a successful $31 million Series A funding round in June, Omen AI has now moved to consolidate the market by acquiring its rival, Aquatic Labs, in a transaction valued at $16 million in cash and equity. This merger brings together two distinct monitoring technologies: Omen’s existing hardware, which identifies specific chemical elements in water, and Aquatic Labs’ specialized sensors that measure alkalinity.

This strategic combination was facilitated by a shared investor who introduced Omen founder Zach Laberge to Aquatic Labs CEO Allan Adams. The two leaders represent a blend of practical entrepreneurial experience and high-level academic research. Laberge previously focused on hydraulic fluid analysis for industrial machinery, while Adams is a former MIT physicist and researcher at the Woods Hole Oceanographic Institute. Under the new structure, Adams will serve as Chief Science Officer, overseeing the integration of their technologies into a singular, comprehensive sensor platform expected to launch early next year.

The business case for such technology is significant, as data center operators often choose to flush entire cooling systems at the first sign of trouble rather than risk damaging billion-dollar equipment. By providing a clearer picture of water quality, Omen AI allows these facilities to use the same fluid for longer periods. The company anticipates its technology will monitor hardware worth up to $7 billion by the end of this year, with a target of reaching 1 gigawatt of chip capacity by 2027. Despite recent volatility in AI infrastructure stocks and growing investor caution, Omen AI remains confident in its growth trajectory. Because their sensors are installed in facilities that are already built or currently under construction, the company is largely insulated from immediate shifts in market sentiment regarding future projects.


Read original at TechCrunch.

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