Allostatic.ai is developing adaptive regulation software for artificial intelligence systems in accelerated compute environments. Our work focuses on maintaining system stability, performance, and efficiency under changing conditions by observing internal operational signals rather than relying on fixed external limits. The platform is designed for developers and operators working with large-scale, resource-constrained, or safety-critical AI deployments.