Live-Tested Multi-Signal Arbitration for MES & IIoT: Deterministic State Resolution at Scale

In modern industrial IoT (IIoT) and Manufacturing Execution Systems (MES), achieving reliable, authoritative state resolution across large fleets of sensors and devices is a problem that has persisted for decades. Devices often report events out-of-order, clocks drift, duplicate events appear, RF signals fluctuate, and custom device payloads can contain unpredictable fields. The result? Ambiguous device states, lost revenue, and wasted engineering effort reconciling conflicting data. SignalCend multi-signal arbitration API solves this problem. It deterministically resolves device states in real-time, even under chaotic and extreme conditions, and scales seamlessly to fleets of over 1 million devices . We have tested this extensively and placed a live demo on our website, and each resolution is real—not a sandbox simulation. Python and JS SDKs allow immediate integration and testing. No sign up, no credit card, and a limited Time Free Trial of 1,000 resolutions are available to prove it