BOYCE, La. — The Town of Boyce has secured a $4 million community benefit agreement tied to Applied Digital's Delta Forge 1 AI data center, giving the small Rapides Parish community a direct financial commitment as one of Louisiana's largest new technology projects takes shape nearby.
Town officials announced the agreement Wednesday, October 14. The money is intended to support infrastructure improvements, town beautification, public spaces, community messaging and other local priorities.
The agreement is significant because Delta Forge 1 is being built just outside Boyce, placing the town among the communities most directly affected by the construction traffic, workforce activity and long-term growth associated with the $3.6 billion project.
A Direct Local Benefit From a Massive Project
Applied Digital announced Delta Forge 1 earlier this year as a roughly 300-acre artificial-intelligence infrastructure campus in Rapides Parish.
Louisiana Economic Development said the project is expected to involve a $3.6 billion capital investment. The campus is designed for high-performance computing and AI workloads and is part of Louisiana's rapidly expanding data-center sector.
The new $4 million agreement is separate from the broader state and local incentive structure associated with the project. Instead, it represents a direct commitment to Boyce for community-level improvements.
Mayor Kelvin McCoy said he pushed for the town to have a seat at the table because of its proximity to the development. Louisiana Central, the regional economic-development organization, also participated in the discussions with Applied Digital.
What the Money Can Do
The announcement does not prescribe a single construction project or spending list for the entire $4 million.
Instead, officials described a range of potential uses that include infrastructure, beautification, public-space improvements and other strategic investments intended to improve quality of life and prepare Boyce for future growth.
That flexibility could matter in a town where a multibillion-dollar development can create needs that were never contemplated in a normal municipal budget.
Large industrial and technology projects can increase pressure on roads, utilities, emergency services and housing even when the project itself sits outside municipal limits. Community benefit agreements are one way local governments and developers attempt to address those effects.
Applied Digital Says the Impact Should Extend Beyond the Fence Line
Applied Digital community engagement coordinator Gail Adams said the company believes the impact of a major investment should extend beyond the project site and create lasting opportunities for surrounding communities.
The agreement arrives as Louisiana communities are paying closer attention to the local consequences of the state's data-center boom.
Supporters point to construction activity, new tax revenue, infrastructure investment and the opportunity to diversify Louisiana's economy. Critics have raised questions about power demand, water use, tax incentives and whether host communities receive enough lasting benefit.
Boyce's agreement does not resolve those broader debates, but it provides a concrete example of a nearby community negotiating a direct benefit from a major data-center project.
The Test Will Be How the $4 Million Is Used
The agreement gives Boyce resources it otherwise would not have had, but the long-term value will depend on how the town prioritizes and manages the money.
Investments that address durable infrastructure needs could continue benefiting residents long after Delta Forge 1 is completed. Short-term or poorly coordinated spending would have a much smaller effect.
For Boyce, the opportunity is unusual: a town next to a multibillion-dollar project now has a dedicated pool of money to make improvements of its own.
The next important question is not whether the agreement exists. It is which projects Boyce chooses to fund with it.
Source Notes
KALB — Applied Digital agrees to $4 million community benefit deal for Boyce: https://www.kalb.com/2026/10/14/applied-digital-agrees-4-million-community-benefit-agreement-boyce/
Louisiana Economic Development — Delta Forge 1 project announcement: https://www.opportunitylouisiana.gov/news/applied-digital-announces-3-6-billion-ai-factory-campus-in-rapides-parish
