PredictiveFlow AI leverages advanced AI and IoT-enabled sensors to provide hyper-targeted, predictive maintenance insights for critical industrial machinery and infrastructure. Inspired by the remote patient monitoring patch and the widespread use of AI for automation, this platform continuously monitors asset health, identifies anomalies, and predicts potential failures with high accuracy. It solves the problem of unexpected downtime and inefficient maintenance schedules by enabling proactive interventions, thereby reducing operational costs and extending asset lifespan.