Junde Liu
JD (cum laude) and Tax LL.M. candidate at the University of Florida Levin College of Law. I sit for the Florida Bar in July 2026. I write every guide on this site, read the underlying statutes and cases, and cite the source on every claim.
129 guides across 5 pillars on the law of building AI data centers in Florida, Arizona, Texas, Georgia, and Virginia.
Tax
This pillar covers the taxes on building and running an AI data center. Energy tax credits, depreciation, cost segregation, QSBS, opportunity zones, transfer pricing, entity choice, and state sales, income, and property tax.
Investment tax credits for clean energy at AI data centers
Section 48E gives AI data center owners a federal tax credit for on site clean power and storage, from 6 percent base up to 70 percent with bonuses.
Production tax credits for clean energy that powers AI data centers
Section 45Y pays clean power generators per megawatt hour, and AI data center developers use it to fund new build. OBBBA cuts wind and solar after 2027.
Bonus depreciation for AI data center equipment
The 2025 OBBBA law made 100 percent bonus depreciation permanent. AI data center servers, GPUs, cooling, and power equipment all qualify in year one.
Cost segregation studies for AI data centers
A cost segregation study breaks an AI data center into parts and depreciates each on the shortest schedule. With 100 percent bonus, year one deduction.
How AI companies deduct the cost of training compute
Section 174A lets AI companies fully deduct domestic training compute the same year. Foreign research and development amortizes over 15 years.
Research and development tax rules for AI companies
AI companies can claim the federal research credit under Section 41 and immediately expense domestic research under the new Section 174A from OBBBA.
Capital gains tax break for AI startup stock (QSBS)
Founders and early investors in AI startups can sell qualified small business stock without paying federal capital gains tax, under Section 1202.
Like-kind exchanges for AI data center real estate
Section 1031 lets AI data center owners defer federal capital gains tax by rolling the proceeds of a real estate sale into a replacement property.
Opportunity Zone tax breaks for AI data center investment
An Opportunity Zone investment lets AI data center backers defer capital gains tax, then erase the gain on the new project after a 10 year hold.
Transfer pricing for AI model intellectual property
When related companies move AI model IP across borders, IRC 482 forces the price to match unrelated party deals. Documentation is mandatory.
The FDII tax break for AI income earned abroad
A US corporation that sells AI software or licenses abroad can drop its effective federal tax rate to 13.125 percent under the FDII deduction.
US tax for foreign owners of AI infrastructure
Foreign investors in US AI data centers pay tax under FIRPTA when they sell, plus BEAT, interest limits, and treaty rules shape the bottom line.
What happens to tax losses when an AI company is sold
When an AI company is sold, its tax losses and R&D credits do not vanish. Section 382 caps how much the buyer can use each year.
Federal tax in AI mergers and acquisitions
Every AI merger and acquisition starts with one tax choice. Stock or asset sale, taxable or tax free, OBBBA 2025 changes set the result.
Choosing the right business entity for an AI infrastructure company
The right entity for an AI infrastructure company turns on the founders' exit plan. C corp, S corp, LLC, and REIT each tax differently under federal law.
How equity pay is taxed for AI startup founders and employees
Stock options, restricted stock, RSUs, and profits interests each carry a different federal tax bill for AI startup founders, with 83(b) and AMT traps.
How executive pay is taxed in AI infrastructure deals
Public AI data center companies can deduct only $1 million in pay per covered employee each year. OBBBA expanded who counts as covered in 2025.
How carried interest is taxed for AI infrastructure fund managers
AI infrastructure fund managers pay long term gain rate on carried interest only after a 3 year hold under Section 1061. Reform efforts continue.
Selling and transferring federal energy tax credits for AI data centers
Since 2022, clean energy project owners can sell federal tax credits to AI data center operators for cash under IRC 6418. The buyer claims them.
Florida sales tax exemption for AI data centers
Florida raised the AI data center sales tax exemption to a 100 MW critical IT load in 2025. Smaller sites lost the break with no grandfather clause.
Florida property tax and local tax breaks for AI data centers
Florida has no statewide property tax break for AI data centers. The 2025 HB 7031 law tightened the sales tax exemption to a 100 MW critical IT load.
Florida corporate income tax for AI data center companies
Florida has no special corporate income tax break for AI data center companies. Every C corporation pays a flat 5.5 percent on Florida net income.
Arizona sales tax exemption for AI data centers
Arizona's Computer Data Center Program waives state and local sales tax on equipment at certified AI sites. The 2026 legislature is debating a repeal.
Arizona Corporate Income Tax for AI Data Center Companies
Arizona's 4.9 percent corporate tax beats most states, but bonus depreciation nonconformity and apportionment math still drive AI data center tax bills.
Arizona property tax and local tax breaks for AI data centers
Arizona has no direct property tax break for AI data centers. Developers stack GPLET, Foreign Trade Zones, and CDC. The 2026 legislature may cut them.
Texas sales tax exemption for AI data centers
Texas waives state sales tax on AI data center equipment and electricity in two investment tiers. A 2026 review may tighten the rules.
Texas franchise tax for AI data center companies
Texas has no franchise tax break for AI data center companies. They pay the regular margin tax, though a new state R&D credit can offset part of the bill.
Texas property tax and local tax breaks for AI data centers
Texas has no statewide property tax break for AI data centers. Local Chapter 312 abatements and Chapter 380 and 381 agreements do most of the work.
Georgia sales and use tax exemption for AI data centers
Georgia waives sales and use tax on AI data center equipment through 2031. Investment and job thresholds scale with the county's population tier.
Georgia corporate income tax for AI data center companies
Georgia gives AI data center companies no corporate income tax break. They must pick between the sales tax exemption on equipment and income tax credits.
Georgia property tax and local tax breaks for AI data centers
Georgia has no statewide property tax break for AI data centers. The action sits in local bond for title deals and sales tax exemptions that expire in 2031.
Virginia sales and use tax exemption for AI data centers
Virginia exempts AI data center computer equipment and software from the 5.3 percent state and local sales tax through 2035, with a 2026 budget fight pending.
Virginia property and equipment tax for AI data centers
Virginia has no state property tax. AI data centers pay local taxes on real property, fixtures with the cost approach, and business tangible personal property.
Virginia business and corporate tax for AI data center companies
Virginia exempts AI data center equipment and software from its 5.3 percent sales tax, then taxes corporate income at 6 percent with single sales factor.
Real Estate, Site, and Environment
This pillar covers the land and approvals an AI data center needs to get built. Title and survey, environmental review, wetlands, air permits, easements, development agreements, zoning, water permits, and siting rules.
Title and survey checks for AI data center land
An ALTA survey, title insurance, and mineral rights search run higher on AI data center sites than ordinary real estate. A missed lien can stop the build cold.
Phase 1 and Phase 2 environmental reviews for AI data center sites
A Phase I and Phase II site assessment protects an AI data center buyer from CERCLA strict liability, with PFAS and brownfield rules layered on top.
Federal environmental review and wetlands for AI data center sites
NEPA, the Clean Water Act, and the Endangered Species Act all reach AI data center projects, with recent court rulings tightening the wetlands trigger.
Easements and eminent domain for AI data center power lines
Utilities use easements and eminent domain to run high voltage lines to AI data centers. State permits and federal backstop siting set the rules.
Negotiating local development agreements and incentives for AI data centers
At least 38 states offer AI data center tax incentives. Local development agreements layer property tax abatements and payments in lieu of taxes on top.
Air permits for AI data center backup generators
AI data center backup generators are stationary air pollution sources under the Clean Air Act. Most run on diesel with thin emission caps.
Hazardous materials and battery storage rules for AI data centers
Lithium ion batteries at AI data centers fall under NFPA 855, the International Fire Code, and federal hazardous materials rules at the same time.
Energy and water use reporting for AI data centers
No federal law forces private AI data centers to report energy or water use. State mandates are arriving fast, with Virginia and California in front.
Florida zoning and land use for AI data centers
Florida has no statewide data center zoning law. Local governments decide siting through comprehensive plans, with SB 484 adding water and disclosure rules.
Florida water permits for AI data centers
Florida's SB 484 added a public hearing and reclaimed water rule on top of the consumptive use permit that every large AI data center already needs.
Arizona zoning and land use for AI data centers
Arizona has no statewide AI data center zoning. Phoenix, Mesa, Chandler, Tucson, and Maricopa County each run their own rules, often with Prop 207 waivers.
Arizona groundwater and water supply for AI data centers
Arizona's 1980 Groundwater Management Act, the 2023 Phoenix moratorium, and municipal water restrictions all decide where AI data centers can pull water.
Arizona environmental permits for AI data centers
AI data center developers in Arizona stack ADEQ air permits, local water rules, and county dust controls. The mix changes every county line you cross.
Texas zoning and land use for AI data centers
Texas counties cannot zone, so AI data centers face only municipal zoning under Chapter 211. The local approval process is short by national standards.
Texas water rights and permits for AI data centers
Texas treats surface water as public property and groundwater as a landowner asset. AI data center cooling water needs the right permit for each source.
Georgia zoning and land use for AI data centers
Georgia has no state AI data center zoning. Counties and cities control siting under the Zoning Procedures Law, with DRI reviews on regional projects.
Georgia water and environmental permits for AI data centers
Georgia does not require a state water withdrawal permit for AI data centers that use municipal water, which is why most projects skip the deepest review.
Virginia zoning and land use for AI data centers
Virginia counties and cities each run their own AI data center zoning. Loudoun and Prince William set the templates that smaller jurisdictions copy.
Virginia water and environmental permits for AI data centers
An AI data center in Virginia needs water and environmental permits from VDEQ, the Army Corps, and local government. Site thresholds drive the path.
Virginia siting rules and local moratoriums for AI data centers
Virginia counties cannot impose true AI data center moratoriums, but they are ending by right approvals and adding wide buffers to slow the buildout.
Construction
This pillar covers the construction contracts for building an AI data center. Project delivery, contract terms, schedule and delays, long-lead equipment, performance guarantees, insurance, surety bonds, disputes, and lien and payment law.
Ways to structure AI data center construction projects
Building an AI data center is a multibillion dollar choice. The project structure decides who bears the risk, who controls the design, and how fast it ships.
Key terms in an AI data center construction contract
An AI data center construction contract shifts far more risk to the contractor than a standard commercial build, especially under EPC delivery models.
Schedule, delays, and liquidated damages in AI data center construction
Liquidated damages on AI data center builds can hit tens of thousands of dollars per day late. Enforceability turns on a fair pre estimate of harm.
Change orders and scope growth in AI data center construction
A change order on an AI data center contract reshapes scope, price, or schedule under AIA or FIDIC forms. Late owner directed changes drive most disputes.
Unexpected site conditions in AI data center construction
A contractor who hits bad soil or hidden utilities on an AI data center can usually win more time and money under the differing site conditions clause.
Ordering long-lead equipment for AI data centers
Heavy electrical gear and chips for AI data centers run multi year lead times. Purchase contracts now lock in price, delivery, and supply risk up front.
Cooling system construction contracts for AI data centers
Cooling is no longer a side trade for AI data centers. Liquid cooling and 140 kW racks moved performance, water, and warranty terms to center stage.
Subcontractor and trade contractor risk in AI data center construction
Subcontractors on AI data center projects carry risks that dwarf normal commercial work, from MEP scopes worth hundreds of millions to compressed schedules.
Performance guarantees and commissioning for AI data centers
AI data center contracts use performance guarantees, commissioning tests, and bonds to make sure the finished build delivers the uptime owner paid for.
Warranty and construction defect claims for AI data centers
When defects show up in a new AI data center, the AIA correction period, UCC implied warranties, and state statutes of repose all set the owner's clock.
Construction insurance for AI data centers
AI data center construction now runs into tens of billions per project, but standard policies were never built for the power density or battery hazards.
Surety bonds for AI data center construction
A surety bond is a three party promise to deliver an AI data center even if the contractor fails. Miller Act and Little Miller Acts set the federal floor.
Construction disputes and arbitration for AI data centers
Most AI data center construction disputes go to private arbitration, not court, under the Federal Arbitration Act and the New York Convention.
Modular and prefabricated AI data center construction
A modular AI data center is built in a factory and shipped to site, but still has to meet the International Building Code and UL 2755 safety standards.
Federal construction projects and the Miller Act for AI data centers
The Miller Act forces payment and performance bonds on most federal AI data center work, but DOE leases and modular delivery rearrange the rules.
Florida construction lien and payment law for AI data centers
Florida Chapter 713 gives a lien to anyone who supplies labor or material on a private AI data center, but the deadlines to perfect it are unforgiving.
Arizona construction lien and payment law for AI data centers
Arizona gives every laborer, supplier, and design professional on an AI data center build a mechanics lien, with short deadlines that catch many out.
Texas construction lien and payment law for AI data centers
Texas has more than 400 AI data centers in build or operation, and the mechanics lien, trust fund, and prompt pay rules all punish late notices hard.
Georgia construction lien and payment law for AI data centers
Georgia gives contractors, subs, and suppliers a statutory lien on AI data center work, but it dies if they miss the 90 day or 12 month deadlines.
Virginia construction lien and payment law for AI data centers
A Virginia mechanics lien on AI data center work relates back to the first day of labor and can outrank a construction lender's deed of trust.
Power, Energy, and Connectivity
This pillar covers how an AI data center gets power and connectivity. Grid connection, large load service, NERC reliability, on-site and nuclear power, power purchase agreements, clean energy, demand response, fiber, and peering.
How AI data centers connect to the grid (FERC and the power queue)
AI data center loads now sit in the FERC interconnection queue alongside generators. Order 2023 and the June 2026 large load rule are reshaping the wait.
Large load grid connection and study agreements for AI data centers
DOE has directed FERC to write the first federal rules for plugging large AI data centers into the transmission grid, with a 20 megawatt national threshold.
NERC grid reliability rules for large AI data centers
NERC issued a Level 3 Alert in May 2026 after AI data center load losses threatened grid stability. Mandatory standards for large loads arrive by year end.
On site and behind-the-meter power generation for AI data centers
AI data centers are building their own gas turbines, solar, and storage behind the meter because the grid cannot keep up. FERC and PURPA set the rules.
Nuclear and small modular reactor power for AI data centers
Small modular reactors promise factory built, carbon free power for AI data centers. NRC licensing, IRA credits, and FERC orders decide which sites land first.
Power purchase agreements for AI data centers
A power purchase agreement locks the rate an AI data center pays for clean electricity. Physical PPAs move electrons, virtual PPAs move tax credits.
Buying clean energy and renewable credits for AI data centers
An AI data center cannot just claim clean power. It has to hold and retire a renewable energy certificate for every megawatt hour the data center uses.
Demand response and curtailment for large AI data centers
Large AI data centers can earn revenue or move up the interconnection queue by cutting power on demand when the grid is stressed. FERC sets the federal floor.
Fiber and network connection agreements for AI data centers
AI data centers consume 10 to 36 times more fiber than legacy sites. The Pole Attachments Act and Section 251 of the Communications Act control most of it.
Dark fiber and long-term fiber agreements for AI data centers
Dark fiber is unlit optical fiber an AI data center leases or buys outright through an IRU. The customer lights it, controls the capacity, and owns the route.
Carrier neutral connections and cross connects for AI data centers
A carrier neutral AI data center lets every tenant choose its telecom and cloud providers on equal terms. The cross connect is the physical link that does it.
Long haul and middle mile fiber for AI data centers
AI data centers are driving the biggest long haul fiber expansion in a generation. Federal BEAD and middle mile grants backfill routes private money skips.
How submarine cable landings and access work for AI data centers
Any submarine cable landing in the US needs an FCC license, and the 2025 overhaul changed how AI data center operators secure capacity on those routes.
Peering and network design agreements for AI data centers
Most AI data center peering and network design agreements live outside the FCC's mandatory interconnection rules. They are pure private commercial contracts.
Florida SB 484 large load tariffs for AI data centers
Florida SB 484 forces every public utility to file a large load tariff for AI data centers by October 1 2026, with no cost shift to other ratepayers.
Florida utility connection and power contracts for AI data centers
Florida's SB 484 governs every utility power contract for AI data centers above a 50 megawatt monthly peak, with a separate tariff for each public utility.
Florida fiber rights-of-way and pole attachments for AI data centers
Florida took pole attachment oversight back from the FCC in 2022, and the Public Service Commission now sets the rates, terms, and access for AI fiber runs.
Arizona grid and Corporation Commission rules for AI data centers
Arizona Public Service proposed a 47 percent rate hike on high load factor customers as the Corporation Commission rewrites how data centers pay for power.
Arizona clean energy rules for AI data centers
Arizona has no clean energy mandate for AI data centers. The state repealed its renewable energy standard in March 2026, leaving the market voluntary.
Arizona fiber rights of way and pole attachments for AI data centers
Arizona pole attachment rates depend on who owns the pole. Investor owned utilities follow FCC rules, municipalities set their own, and ADOT controls highways.
Texas ERCOT market and large-load connections for AI data centers
ERCOT requires every AI data center of 75 megawatts or more to complete an interconnection study and post financial security before construction starts.
Texas retail power and PUCT rules for AI data centers
Texas is the only state with a fully deregulated retail electricity market. AI data centers in ERCOT choose among competing providers under PUCT SB 6 rules.
Texas fiber rights of way and pole attachments for AI data centers
Texas pole attachment rules turn on who owns the pole. Investor owned utilities follow FCC formulas, while electric cooperatives and TxDOT set their own terms.
Georgia Power and Public Service Commission rules for AI data centers
Since February 2025, every AI data center over 100 megawatts has to sign a customized Georgia Power contract that shields other ratepayers from build cost.
Georgia clean energy rules for AI data centers
Georgia has no clean energy mandate for AI data centers. Operators that want renewable power buy it through Georgia Power's CIR tariff or generate on site.
Georgia fiber rights-of-way and pole attachments for AI data centers
Georgia Power charges about $7 per pole per year, electric cooperatives $1 or $27.71 under PSC rules, and municipal poles negotiate every fiber attachment.
Virginia PJM market and Dominion power service for AI data centers
Dominion Energy Virginia serves about 450 AI data centers inside the PJM wholesale market under a new GS 5 rate class that took effect in 2026.
Virginia clean energy rules for AI data centers
Virginia AI data centers do not have to buy clean energy directly, but Dominion Energy must hit the Virginia Clean Economy Act's rising renewable standard.
Virginia fiber rights-of-way and pole attachments for AI data centers
Virginia splits pole attachment oversight between the FCC and the State Corporation Commission. A 2024 law added timelines and dispute paths for cooperatives.
Deals, Finance, and Contracts
This pillar covers the transactions related to an AI data center. Mergers and acquisitions, project finance, tax equity, DOE loans, securitization, funds, REITs, anchor leases, GPU and cloud contracts, and export control.
Buying and selling AI data center developers and assets
Global AI data center deal flow hit $61 billion in 2025. Secured grid capacity, not real estate, is what now drives the price of every developer sale.
Representations and warranties insurance in AI data center deals
Reps and warranties insurance shifts the unknown breach risk in an AI data center deal off the seller onto an insurer for around 3 to 4 percent of cover.
Earnouts and milestone payments in AI company acquisitions
An earnout pays an AI company seller part of the purchase price only if the business hits future targets. Tax timing and litigation risk shape every term.
Antitrust and HSR review for AI data center deals
Federal HSR rules require premerger notification on AI data center deals above the threshold. Several states now add a second mini HSR filing on top.
CFIUS and foreign investment review for AI data center deals
A foreign stake in a US AI data center triggers CFIUS review the moment it grants control, or even a minority position with access to sensitive data.
Project finance for AI data center construction
US AI data center project finance hit $60 billion in 2025, almost double the year before. Mini perm loans and GPU backed debt now anchor the capital stack.
Tax equity financing for AI data center power
Solar farms, battery banks, and nuclear plants that feed AI data centers fund themselves through tax equity, credit sales, and direct pay. OBBBA reshaped it.
DOE loan financing for AI data centers
DOE's Title XVII loan program now offers Section 1706 Energy Dominance financing for the power plants that feed AI data centers, with rates well below market.
Mezzanine and subordinated debt financing for AI data centers
Mezzanine debt and preferred equity push AI data center loan to cost ratios from 65 to 85 percent, filling the gap senior lenders refuse to cover.
Bonds backed by AI data center revenue (securitization)
AI data center operators and hyperscalers now raise billions in asset backed securities and CMBS against long term colocation rent, under a tight SEC playbook.
Securities law for AI startups
Federal securities law follows an AI startup from founding through equity grants, capital raises, and any public listing. AI washing claims drive enforcement.
REIT structures for AI data center real estate
A REIT that owns AI data center real estate skips corporate level federal tax by paying out 90 percent of income as dividends. Power is the new bottleneck.
Setting up an AI infrastructure fund
Setting up a private AI infrastructure fund means picking between 3c1 and 3c7 exemptions, deciding REIT or partnership, and clearing CFIUS and FERC up front.
Continuation funds and rollups for AI data centers
A continuation fund lets a private equity sponsor hold an AI data center past the original fund's end date. SEC fairness rules drive every term.
Distressed AI data centers and bankruptcy
AI companies spent roughly $400 billion in 2025 against only $60 billion in revenue. The debt that filled that gap is driving the first bankruptcies.
Anchor tenant and colocation leases for AI data centers
An anchor tenant like AWS or Meta signing a long term lease is what gets an AI data center built. The rest of the deal turns on rent per kilowatt and SLA bites.
Buying and allocating GPUs and hardware for AI data centers
AI data center operators buy GPUs outright, lease them, or rent by the hour. Tax credits, export controls, and allocation deals decide which model wins.
Cloud and hosting agreements and SLAs for AI workloads
Cloud hosting contracts for AI workloads cover uptime but rarely promise inference latency or model quality. Output IP ownership and exit terms vary widely.
Colocation agreements and SLAs for AI data centers
AI workloads have rewritten colocation contracts. Power density now runs 40 to 140 kW per rack, and uptime guarantees come with tighter SLA credits than ever.
Capacity reservation and take-or-pay contracts for AI compute
A take or pay contract makes the buyer pay for AI data center capacity whether or not it gets used. The clauses sit at the power, compute, and turbine layers.
Hardware lifecycle, warranty, and retirement for AI data centers
AI data center GPUs last two to three years on top end training, with annual failure rates near 9 percent. Warranty, depreciation, and disposal rules differ.
Operational insurance for AI data centers
No single policy covers every risk in an operating AI data center. Owners layer property, cyber, errors and omissions, CGL, and directors and officers coverage.
Export control compliance for running advanced AI chips
The US Bureau of Industry and Security controls every export of advanced AI chips through the EAR, with license thresholds that change as performance climbs.
Which state to base an AI infrastructure company in
No single state is best for an AI infrastructure company. Virginia has the biggest market, Texas the cheapest power, Florida the friendliest rules in 2026.
Florida special district and bond financing for AI data centers
A Florida Community Development District can issue tax exempt bonds for AI data center roads, water, and power, with the 2025 sales tax threshold layered on.
Texas special district and bond financing for AI data centers
Texas AI data center developers stack MUDs, PIDs, TIRZs, and Chapter 312 or 380 abatements to fund roads, water, and power, with school districts excluded.