https://blog.formize.com/tags/model-drift/Recent content in Model Drift on Formize.com BlogHugoenhttps://blog.formize.com/real-time-ai-model-drift-with-formize/Mon, 01 Jan 0001 00:00:00 +0000https://blog.formize.com/real-time-ai-model-drift-with-formize/<h1 id="real-time-ai-model-drift-detection-and-automated-remediation-with-formize">Real Time AI Model Drift Detection and Automated Remediation with Formize</h1> <p>Artificial intelligence models are no longer static artifacts that sit behind a single release. In production, they constantly interact with evolving data, shifting user behavior, and changing regulatory landscapes. When a model’s performance degrades—known as <strong>model drift</strong>—the impact can be immediate: inaccurate predictions, regulatory violations, and loss of customer trust. Traditional drift‑detection approaches rely on periodic batch checks, manual alerts, and ad‑hoc remediation, which are too slow for today’s high‑velocity environments.</p>