Water-energy intelligence for the AI infrastructure boom.
Maps, data products, and strategic advisory for
AI data centers, semiconductor fabs, and critical infrastructure.
Water-energy intelligence for the AI infrastructure boom.
Maps, data products, and strategic advisory for
AI data centers, semiconductor fabs, and critical infrastructure.
Water-energy intelligence for the AI infrastructure boom.
Maps, data products, and strategic advisory for AI data centers, semiconductor fabs, and critical infrastructure.
Data Products
We built the facility-level databases that did not previously exist.
Two datasets. 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:
How much water is required?
What quality of water is needed?
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.
Two datasets. 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:
How much water is required?
What quality of water is needed?
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 ultrapure 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 ultrapure 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 intelligence into decisions — from site selection and due diligence to regulatory strategy and long-term sustainability planning.
We work with operators, investors, policymakers, and non-profit organizations.
Site Screening &
Due Diligence
Risk assessment at specific locations before capital is committed.
- Watershed availability
- Cooling trade-offs
- Grid access pathways
- Climate projections
- Permitting landscape
Portfolio Risk Assessment
Multi-site exposure scoring with scenario modeling and
stress-testing.
- Risk scoring & ranking
- Catastrophe risks
- Scenario analysis
- Risk heat mapping
- ESG disclosure
Policy &
Regulatory Advisory
Technical support for policy design and stakeholder engagement.
- Regulatory analysis
- Impact modeling
- Stakeholder framing
- Expert testimony
Sustainability Strategy
Long-range planning from reduction targets to water-positive commitments.
- Stewardship roadmaps
- Tech benchmarking
- Engagement frameworks
- Reporting alignment
Advisory Services
The maps tell you where risk lives. Advisory tells you what to do about it.
Advisory turns data intelligence into decisions — from site selection and due diligence to regulatory strategy and long-term sustainability planning. We work with operators, investors, policymakers, and non-profit organizations.
Site Screening & Due Diligence
Risk assessment at specific locations before capital is committed.
- Watershed availability
- Cooling trade-offs
- Grid access pathways
- Climate projections
- Permitting landscape
Portfolio Risk Assessment
Multi-site exposure scoring with scenario modeling and stress-testing.
- Risk scoring & ranking
- Catastrophe risks
- Scenario analysis
- Risk heat mapping
- ESG disclosure
Policy & Regulatory Advisory
Technical support for policy design and stakeholder engagement.
- Regulatory analysis
- Impact modeling
- Stakeholder framing
- Expert testimony
Sustainability Strategy
Long-range planning from reduction targets to water-positive commitments.
- Stewardship roadmaps
- Tech benchmarking
- Engagement frameworks
- Reporting alignment
TRUSTED BY
Infrastructure Operators
Infrastructure Investors
Policymakers
Mission-Driven Organizations
About
We built global databases of data centers and semiconductor fabs because they didn't exist, and because the decisions being made will have consequences that last for decades.
Water Positive delivers integrated water and energy risk intelligence at the intersection of digital infrastructure, hydrology, and climate. We combine geospatial analytics, hydrological modeling, and energy systems analysis to assess where water and power are available, sustainable, and compatible — and where they are not.
Most approaches address water or energy in isolation. We map both simultaneously, surfacing the trade-offs between cooling efficiency, power availability, and water sustainability that determine whether a site is viable today and resilient in the future.
Our work spans two sectors — AI data centers and semiconductor fabs. Each is a major and growing claimant on the same constrained water and energy systems. We serve operators and developers, infrastructure investors, policymakers, local communities, and mission-driven organizations, each with different stakes in the same set of problems.
Contact Us
Let's talk about your water and energy risk exposure.
Email: info@waterpositive.co