Water-energy intelligence for the AI infrastructure boom.
Maps, data products, and strategic advisory for
AI data centers, semiconductor fabs, and critical infrastructure.
Facility-level water and energy risk for the infrastructure behind AI.
Hydroclimate-resolved data on 9,500+ data centers and 300+ US semiconductor fabs — with the advisory to act on it. The same method has been applied to ammonia, chemicals, and thermoelectric power. Built for credit and capital allocation.
Facility-level water and energy risk for the infrastructure behind AI.
Hydroclimate-resolved data on 9,500+ data centers and 300+ US semiconductor fabs — with the advisory to act on it. The same method has been applied to ammonia, chemicals, and thermoelectric power. Built for credit and capital allocation.
Data Products
We built the facility-level databases that did not previously exist.
An integrated view of where water and energy risk emerges — at the site, watershed, and portfolio levels.
Each dataset combines precise facility locations with climate and hydrological models, energy system data, and sector-specific water use. The result is site-level intelligence that goes beyond simple location data to answer the questions that matter.
The four questions our data answers:
Which operator, REIT, or issuer holds the asset, and how exposure aggregates across their portfolio?
How much water is required?
Who else depends on the same water supply?
How do risks evolve under future climate scenarios?
Data Products
We built the facility-level databases that did not previously exist.
An integrated view of where water and energy risk emerges — at the site, watershed, and portfolio levels.
Each dataset combines precise facility locations with climate and hydrological models, energy system data, and sector-specific water use. The result is site-level intelligence that goes beyond simple location data to answer the questions that matter.
The four questions our data answers:
Which operator, REIT, or issuer holds the asset, and how exposure aggregates across their portfolio?
How much water is required?
Who else depends on the same water supply?
How do risks evolve under future climate scenarios?
9,500+ facilities. Most operators don't know their water risk.
Our global dataset combines facility locations with climate and hydrological models to deliver site-specific water scarcity intelligence — current conditions and future projections.
For each facility: water consumption and withdrawal, power use and source, water quality risk, basin-level scarcity index, and competing sectoral demand from agriculture, municipalities, and ecosystems.
9,500+ facilities. Most operators don't know their water risk.
Our global dataset combines facility locations with climate and hydrological models to deliver site-specific water scarcity intelligence — current conditions and future projections.
For each facility: water consumption and withdrawal, power use and source, water quality risk, basin-level scarcity index, and competing sectoral demand from agriculture, municipalities, and ecosystems.
300+ US fabs. Most sites in watersheds already under stress.
Our fab dataset combines facility locations with water demand estimates, wastewater discharge profiles, energy intensity, and basin-level supply risk — under current conditions and climate projections to 2050.
For each facility: water sourcing vulnerability, competing demand from agriculture, municipalities, and ecosystems, and the regulatory exposure that follows when industrial water use meets constrained supply.
300+ US fabs. Most sites in watersheds already under stress.
Our fab dataset combines facility locations with water demand estimates, wastewater discharge profiles, energy intensity, and basin-level supply risk — under current conditions and climate projections to 2050.
For each facility: water sourcing vulnerability, competing demand from agriculture, municipalities, and ecosystems, and the regulatory exposure that follows when industrial water use meets constrained supply.
Advisory Services
The maps tell you where risk lives. Advisory tells you what to do about it.
Advisory turns data into decisions — from site selection and due diligence to regulatory strategy and long-range planning. We work with operators, investors, and lenders.
Site Screening & Due Diligence
Watershed availability, cooling trade-offs, grid access, and permitting exposure at specific locations — before capital is committed.
Portfolio & Issuer Risk
Multi-site exposure scoring, scenario analysis, and stress testing across holdings, aggregated from facility to basin to issuer.
Policy & Regulatory
Regulatory analysis, impact modeling, and expert testimony for policy design and stakeholder engagement.
Sustainability Strategy
Reduction targets, technology benchmarking, and stewardship roadmaps through to water-positive commitments.
Advisory Services
The maps tell you where risk lives. Advisory tells you what to do about it.
Advisory turns data into decisions — from site selection to regulatory strategy. We work with operators, investors and lenders.
Site Screening & Due Diligence
Watershed availability, cooling trade-offs, grid access, and permitting exposure — before capital is committed.
Portfolio & Issuer Risk
Exposure scoring, scenario analysis, and stress testing across holdings, aggregated from facility to basin to issuer.
Policy & Regulatory
Regulatory analysis, impact modeling, and expert testimony for policy design and stakeholder engagement.
Sustainability Strategy
Reduction targets, technology benchmarking, and stewardship roadmaps through to water-positive commitments.
Contact Us
Let's talk about your water and energy risk exposure.
Email: lorenzo@waterpositive.co