How Act 730 tax exemptions, FastSites infrastructure funding, and the nation's cheapest industrial power turned one state into a template for AI infrastructure competition.
States competing for AI infrastructure investment are discovering that a tax incentive alone does not close deals. Site certifications, industrial water access, workforce pipelines, and electricity rates all factor into where hyperscalers and AI compute operators place billions of dollars of capital. Louisiana Economic Development's approach, anchored by Act 730 and the FastSites program, has emerged as one of the clearest working models for how a state can systematically stack advantages to win that competition.
Louisiana's legislature passed Act 730 with broad bipartisan support during its 2024 session, creating a framework that goes further than most comparable state programs. Two major investments landed within months of the law taking effect, each qualifying under its terms and together totaling more than $30 billion in committed capital. A third, Hut 8's River Bend campus in West Feliciana Parish, added another $10 billion Phase I commitment shortly after.
Act 730 exempts qualifying data center operators from state and local sales and use taxes on equipment purchases, construction materials, engineering, labor, and installation services for the full project lifecycle. Coverage runs for an initial 20-year term with an option to renew for 10 more, making it among the longest equipment tax exemptions in the nation. To qualify, a project must be certified by Louisiana Economic Development, create at least 50 direct permanent jobs, and commit a minimum of $200 million in new capital investment in Louisiana by July 1, 2029.
That threshold structure is intentional. It filters for projects large enough to move regional economies while remaining accessible enough to capture a wide range of data center configurations. Governor Jeff Landry's 2024 special legislative session compounded Act 730's effect by cutting the corporate tax rate to 5.5%, the second lowest in the nation, and flattening the personal income tax to a 3% flat rate, with a stated timeline for eliminating it entirely.
Louisiana leads peers on tax term length and corporate rate. Created via Gemini.
Act 590, the Positioning Louisiana to Win bill, established a dedicated innovation focus area within LED, creating the internal state capacity to recruit, vet, and process data center applicants at the speed operators actually make siting decisions.
Tax incentives open the conversation. Water and power close it. Louisiana ranks first nationally for lowest industrial electricity prices according to the U.S. Energy Information Administration, a structural advantage that compounds across the decades-long life of a facility running at hyperscale AI training loads.
FastSites, backed by a $150 million Site Investment and Infrastructure Improvement Fund created by Act 365 of the 2025 legislative session, goes further by pre-developing land into shovel-ready, infrastructure-prepped sites before operators come asking. Rather than requiring an operator to absorb due diligence costs and timeline risk on undeveloped land, Louisiana funds that work upfront, reducing friction at precisely the stage where competing states lose deals.
LED FastStart, ranked first or second nationally for tech talent pipeline by Business Facilities in both 2023 and 2024, provides customized recruitment and training delivery to qualifying employers at no cost. For data center operators whose operational staffing needs differ substantially from construction-phase labor, a fully funded workforce pipeline built around their specific technical roles is a material advantage over states that offer only a tax credit.
Meta's Hyperion campus in Richland Parish is the most visible proof point for how the Louisiana model performs under real conditions. Built on a 2,250-acre former soybean farm in Holly Ridge, it is projected to be the third-largest building in the world upon completion. At peak construction the campus will have more than 5,000 skilled trade workers on site, with 500 or more operational jobs once completed. Power demand for the facility could scale to 5 to 7.5 gigawatts, a load so large that Entergy Louisiana is building 10 new gas-fired power plants to support it, plus 240 miles of new transmission lines and 2.5 gigawatts of new renewable energy resources. Meta is investing more than $300 million in local infrastructure improvements covering roads, water, and wastewater systems.
Chris Masingill, President and CEO, Louisiana Central
Chris Masingill, president and CEO of Louisiana Central, speaking on the Applied Digital announcement to Louisiana Economic Development, said:
"In both scale and impact, it positions Central Louisiana to compete for major economic opportunities in ways we haven't seen in generations."
For Richland Parish households, that infrastructure investment does not disappear when the construction crews leave. Roads, water systems, transmission lines, and a permanently expanded tax base remain long after the last server rack goes live.
Households and workers in parishes where these campuses land feel the effects in construction payrolls first, then in operational employment, then in the tax base that funds local schools and infrastructure. A $32 billion investment footprint does not materialize from a single incentive statute. It materializes from a state that solved the infrastructure equation before operators came asking.
Whether other states can replicate Louisiana's model depends less on copying the tax language and more on whether they can match the underlying physical advantages the state already holds. Cheap industrial power, abundant industrial water, and a $150 million government commitment to pre-developing sites represent structural inputs that take years to build, not a legislative session to pass. States that start now on those foundations will compete in the next cycle. States that start with the incentive language and skip the infrastructure work will keep losing deals to states that did not.