Harmonization is not a one-time event. Source systems change, coding practices drift, and new sites join. The Data Harmonization Model treats harmonization as a continuous process across sites, detecting where the harmonized model has drifted from its sources and repairing it, drawing on the published self-healing systems research. It runs in production inside Axiomera.
Related published work: A quantum-inspired, biomimetic and fractal framework for self-healing AI code generation.
In the Axiomera architecture: Emergent Mapping Intelligence (EMI) is the layer that runs this model continuously across many customer environments at production scale.