JT Waters has spent his career at the intersection of complex systems, institutional compliance, and practical technology deployment, work that has taken him from the industrial corridors of the Delaware Valley to the High Desert Oil Patch in West Texas and now to the emerging regulatory landscape of Virginia’s public education sector regarding AI security & compliance issues.
With over a decade working in safety and OSHA regulatory standards & compliance, Mr. Waters built a different kind of credential in the Philadelphia region as a safety professional for a commercial sheet metal contractor operating across Delaware, Pennsylvania, and New Jersey. His work extended beyond internal audits and regulatory review into formal OSHA citation proceedings including litigation. Mr. Waters also successfully represented his company’s position against OSHA issued citations that were withdrawn. That track record drew the attention of the regional OSHA compliance director based in Philadelphia, and the two developed a working relationship that gave Mr. Waters experience on both sides of the standards enforcement line.
Mr. Waters’ technology career spans the last 20 years of hands-on systems work operating his IT business in West Texas, including seven years supporting local government infrastructure in Reeves County, TX and the broader Permian Basin, one of the more resource-constrained and operationally demanding environments in regional government. That experience gave him a working understanding of what technology and policy implementation actually looks like when budgets are tight, staff is lean, and the margin for error is small. It is the orientation that informs how Strategic AI Link (SAIL) approaches the smaller divisions and rural districts that make up much of Virginia’s public school landscape.
What distinguishes his position in this space further is that he currently designs, builds, and operates his own local AI systems. These are the offline, sovereign systems at the center of the Privacy First Local AI (PFLA) framework. He has installed multiple AI deployments, evaluated multiple models and hardware through real-world use, giving him a working knowledge of how these systems actually perform in the workflow. In a field where most voices are interpreting the technology from the outside, he is running it from the inside.
Strategic AI Education LLC was founded on the premise that the arrival of artificial intelligence in public education is not primarily a technology problem, it is a compliance and institutional security problem. Mr. Waters has spent his career solving exactly that kind of problem, in exactly the kinds of environments where the pressure is real and the relationships that matter most are the ones built before the rules are finalized. The work we do puts AI systems in rooms with children. That fact alone determines how we approach everything else.