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Consider switching when sensor data delays mean making operational decisions based on old information, or when the cost of manually fixing and reconciling data outweighs the cost of moving to a platform built for real-time IoT. This occurs when the platform's API can't prioritize alert streams or guarantee latency under two minutes for critical sensor events.Related FAQs: How many vehicles before my recovery system starts failing due to scale? | What does AI signal loss look like in a fleet dashboard?



















