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Transitioning an enterprise to an optimized posture requires overcoming complex legacy barriers. Identified Barrier Technical Root Cause Ecosystem Mitigation Strategy

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The edge tier utilizes hardware interfaces to capture physical data streams simultaneously. Acoustic sensors, thermal imagers, and vibrational accelerometers feed raw telemetry directly into low-latency local buses. 2. Embedded Normalization