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Atoco pitches its waste-heat water harvester to AI data centers on the strength of a parking-lot demo
Atoco says its Nobel-backed MOF harvester pulls water from air with no electricity, using heat as low as 100F. That makes waste heat from AI data centers a candidate water supply, though operators still lack an output figure for the unit.
The Product Desk

What happened
- With no data center near its Irvine site, Atoco ran the demo unit on heat piped in from a source at around 150F.
- A solar panel powers various systems on the unit, but not the water harvesting itself.
- Atoco says the system keeps working when relative humidity is in the teens.
- Founder Omar Yaghi won the 2025 Nobel Prize in chemistry for metal organic frameworks, the materials inside the harvester.
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Why it matters
- constraint Sites with spare heat between 100F and 150F would be relying on Taha's stated floor, since the only reported run used heat about 50 degrees above it.
- decision Until Atoco quotes daily output at a given heat temperature and humidity, a data-center installation is a research partnership and has to be budgeted as one.
- capability With capture and release running on heat alone, the water side of the unit would add no electrical load to a site's grid connection.
- decision Atoco's stated goal is water for water-stressed communities, so an operator has to settle in the contract whether the water stays on site or goes to neighbors.
Taha let a WIRED reporter squeeze a piece of Atoco's material while it was saturated. It felt completely dry, and not a single drop came out [8]. The water leaves the frameworks only when they are heated [8]. Heat is what Atoco now wants from AI data centers, which it calls a good match for a harvester that needs nothing more than low-level industrial heat [4].
The thing being pitched is a water source attached to a data center. The thing being done is a 20-foot, metal-clad machine in the parking lot of Atoco's Irvine facility [9]. For heat near the bottom of the range, the claim rests on Taha's word. He said the frameworks can harvest and release water with heat as low as 100F [16], and the reported run used heat about 50 degrees hotter than that [15].
Data centers are a recent customer idea [6]. "We were not really thinking of AI data centers," Taha said, describing the company four or five years ago [6]. Its larger goal is giving people in water-stressed regions control over their water [7]. A data center enters as a heat supplier that, according to WIRED, often uses large amounts of water itself [5]. Where the water goes decides who owns the project. If it feeds the site's own systems, it offsets a utility bill. Sent to neighbors, it becomes a community program with a different budget owner.
The chemistry is the basis for the low-temperature claim. Seth Cohen, dean of the School of Physical Sciences at UC Irvine, who is not involved with Atoco, said MOFs are solids that are "very, very good at absorbing other molecules" [12]. Silica, a common desiccant, holds less moisture and requires you to "heat the heck out of it to get the water back out," Cohen said [13]. Atoco's design target, in a line Taha credited to R&D vice president Benjie Limketkai, is a material that likes water but does not love it [14]. A commercial version also needs to keep its energy demand to a minimum [14].
A facilities team measures water in volume, against a bill it already pays. Atoco's prototypes have produced gallons of water per day [2]. The account does not include a daily output for this off-grid unit, a price, a named data-center customer, or where the water would go.
Two tests sort the decision. The first is whether heat at the point a site could tap it reaches 100F, the floor Taha gave [16]. The second is whether Atoco will quote gallons per day at that temperature and at the site's own humidity. With heat and a quoted volume, a site is looking at a pilot with a volume target written into the contract. Heat without a quote means a research partnership, budgeted as one, with the operator's staff collecting the data. Below 100F, a site is outside the range Atoco itself claims [16]. So far every site that clears the heat test lands in the research-partnership case, because the only heat this unit is reported to have run on came through a pipe in Irvine [10].
What to watch
- A gallons-per-day figure for the off-grid unit, stated at a specific heat temperature and humidity.
- A named data-center operator running a unit on its own waste heat in place of the piped source used in Irvine.
- Terms of any first deal that say whether the water stays at the data center or goes to a nearby community.