Editorial & Data Disclaimer

AI Water Reality is designed to distinguish reported measurements from modeled estimates and scenarios. It is not an official reporting service for any company, government or research institution.

Not professional advice

Nothing on this site is legal, financial, engineering, environmental-compliance, investment or public-policy advice. Decisions involving facilities, permits, investments, water rights or community impacts should rely on qualified professionals and the latest primary records.

Estimates and forecasts

Forecasts are scenario calculations, not meter readings or promises of future outcomes. Per-prompt estimates, company totals and facility comparisons may use different boundaries, locations, years, cooling methods and definitions. Withdrawal, consumption and indirect water use are not interchangeable.

Sources and corrections

The site prioritizes primary research, official disclosures and government records, and links to key references in the final Sources section. Data can be revised, restated or superseded. AI Water Reality may correct errors and update conclusions as stronger evidence becomes available.

Company names and independence

Company and product names are used only to identify the subjects of reporting. Unless expressly stated, AI Water Reality is not sponsored by, affiliated with or endorsed by any company discussed on the site.

Accessibility and fair use

The site aims to present complex evidence in an accessible format. If you quote or reproduce findings, preserve the measurement definitions, uncertainty and source attribution so estimates are not presented as audited facts.