THIS IS NOT LEGAL ADVICE. This is a demo of how you can prepare research material using AI. Verify everything with a licensed attorney in your state.

Hovercraft AI Services / Demo Project

Water Rights

What US water law actually says, how Arizona groundwater ends up in Saudi Arabia, and what to verify before buying land near the Great Lakes.

This started as one question from one person: water law sounds complicated, so what do I actually need to know? What follows is the research package that came out of it, published exactly as it was written.

58Documents
28Case briefs
7Modules
230+Cited sources

Read this before anything else

This is not legal advice. This is a demo of how you can prepare research material using AI. Nothing here creates an attorney-client relationship.

Water law is state-specific, layered, and changes constantly. The research is cited and was verified against primary sources as of July 2026, and it is still a starting point for a conversation with a licensed attorney in your state, not a substitute for one. Do not make a purchase, a filing, or a permit decision on the strength of a website.

What this set out to answer

How does water law actually work?

Water rights are usufructuary, meaning you get a right to use water, not to own it. The country splits at roughly the 100th meridian: riparian sharing in the rainy East, first-in-time priority in the dry West.

Read the primer →

How is Arizona water "sold to Saudi Arabia"?

Nobody ships water. A Saudi dairy company bought Arizona farmland, pumped unmetered groundwater at no charge, grew alfalfa, and shipped the hay home. A ton of that hay carries roughly 235,000 gallons with it.

See the mechanism →

What do I verify before buying land with water?

Locate the ordinary high water mark, test for PFAS by name, and search for high capacity wells within 2 miles. Those 3 are the ones buyers skip and regret.

Open the checklist →

Six things worth knowing

Arizona

The loophole was a price of zero

Arizona's 1980 Groundwater Management Act only regulates inside Active Management Areas. Outside them there was no permit, no meter, and no charge per acre-foot. The state then leased its own land at rates an auditor found 80 percent below market, with the groundwater thrown in free.

Arizona

It took 12 years and 1 basin

A newspaper investigation, a state auditor, a governor, an attorney general, and a 3 year agency process produced 1 new Active Management Area in January 2026, after water levels had already fallen more than 200 feet and the ground had begun to subside.

Wisconsin

You cannot buy a water right here

Wisconsin riparian rights are appurtenant to the land, and Wis. Stat. 30.133 bars conveying them by easement or lease. If a listing advertises "water rights," treat that as a flag rather than a feature.

Wisconsin

The deed is not the property line

On a navigable lake, private title stops at the ordinary high water mark and the state holds the bed in trust. Only the DNR determines that line, and it sets your setbacks and your buildable area.

Great Lakes

The pipeline thesis fails on physics

Lifting an acre-foot from Lake Michigan over the Continental Divide takes about 6,400 kWh before friction. Desalinating seawater takes about 4,300 kWh. The ocean is cheaper than the pipe, and that is before any capital cost.

Great Lakes

The real risk moves in, not out

The Compact polices diversions out of the basin. A data center sited inside the basin can consume enormous volumes with no Compact Council review, which is exactly what is happening in southeast Wisconsin.

Browse the research

Modules are ordered for a first read, and every page stands on its own.

Water law runs on jargon. Terms with a dotted underline have a plain-English definition: hover on a desktop, tap on a phone. Theglossary has the longer versions, and thedue diligence checklist is clickable and remembers your progress in your own browser.

How water law works, and why it differs by state

Primer

The doctrine layer. What a water right actually is, riparian versus prior appropriation, the 4 groundwater rules, federal and tribal reserved rights, and the public trust doctrine.

6 documents →

The landmark decisions, briefed

Case Library

One brief per case, from the 1855 California mining camps to the 2024 Rio Grande decision. Each one covers the facts, the holding, why it matters, and whether it is still good law.

28 documents →

How groundwater leaves the state as hay

Arizona

The Fondomonte story, mechanism by mechanism. Virtual water arithmetic, the state land leases, the volume math on foreign versus domestic pumping, and why a flat export ban is likely unconstitutional.

4 documents →

Riparian rights, the public trust, and the Compact

Wisconsin and the Great Lakes

State law in depth: the ordinary high water mark, the riparian bundle, the high capacity well fight, shoreland zoning, the Great Lakes Compact, and a dated watchlist of live threats.

4 documents →

What to verify before you buy

Due Diligence

The operational module. A 4 phase playbook with cost ranges, a 9 section checklist, red flags triaged by severity, and a question bank written to be read verbatim to each professional.

4 documents →

Whether water is actually investable

Markets

Why water resists financialization, what really trades, and the Great Lakes pipeline thesis run to ground with the energy math shown.

2 documents →

Sources, open questions, reading list

Research Log

Every source URL used, everything that could not be confirmed, and a curated reading list with a suggested 6 week path.

3 documents →

Fill-in forms

Templates

The per-parcel water profile and the case brief template. Copy these rather than starting from a blank page.

2 documents →

How this was built

This is the part that matters if you are evaluating AI for real work. A single chat would have produced a confident, plausible, partly wrong summary. Getting something you can actually rely on took a process, and the process is reusable on any research problem.

Step 1

Frame the questions

Start from what the reader actually asked rather than a generic topic outline. Three concrete questions became the spine of the whole repo.

Step 2

Write the rules first

An AGENTS.md file fixed the standards up front: cite every factual claim, date anything that can expire, mark unverified items, never state a legal conclusion about a specific property.

Step 3

Verify against live sources

Web search on every citation, statute number, and permit threshold instead of trusting model memory. This caught a January 2026 agency decision and corrected 3 facts in the original brief.

Step 4

Split the work in parallel

Three subagents wrote the case library, the Arizona module, and the Wisconsin module simultaneously, each with a scoped file list so they could not collide.

Step 5

Log the gaps

Everything that could not be confirmed went into an open questions file rather than getting smoothed over. That log is published here too.

Step 6

Publish from the source

This site renders the markdown repo directly. There is no second copy of the content to drift, and cross-references rewrite themselves into working links.

What the process caught that a single prompt would have missed

The Ranegras Plain became Arizona's 8th Active Management Area on January 9, 2026. Any model answering from memory would have described the basin as unregulated and the story as finished at the 2023 lease cancellation.

Verification also corrected the number of Arizona groundwater transportation basins, resized the Butler Valley leases relative to the company's total holdings, and confirmed that a Wisconsin Supreme Court decision from 2021 is still controlling law. Three of those 4 corrections went against the initial framing.

What it still could not do

Roughly 30 questions stayed open, and they are published in theresearch log rather than papered over. Some are genuinely unknowable from public records, like metered water use at a specific data center. Some need a phone call to a county office. That gap between "researched" and "verified" is the part a person still has to close.