Most industrial AI pilots die at the deployment step, not the modelling step. The Alliance exists so a forecast can reach a brownfield or secured site without a six-month IT project in front of it.
The prediction engine and the platform on top of it. The right technique per asset class, turned into dated, defensible forecasts — with the misses published alongside the wins.
EMI-hardened WirelessHART sensing that captures vibration, thermal and pressure signals at the resolution the models require — on assets that were never wired for it.
Cellular backhaul over a private carrier APN. Traffic never touches the public internet and your network never touches ours — no firewall changes, nothing for your security team to approve.
Not the model — the data path. Most platforms need a long IT integration before a single prediction is possible. The Alliance is built to remove that step.
Many high-value assets were never instrumented for prediction. Spearix sensing retrofits the signal at the fidelity the models need, without taking the asset out of service.
Backhaul runs over a private carrier APN rather than your corporate network. There are no firewall changes to negotiate and nothing for your security team to sign off.
Models run on-site on edge compute — four hours of concurrent physics inference measured on an NVIDIA Orin NX, with inference on the CPU and the GPU left idle for heavier models.
We are building the Alliance deliberately, not broadly.
The partners that fit are the ones who touch the asset or the data path: sensing and connectivity vendors, EPCs and service organisations who execute the intervention, and OEMs who want remaining-life evidence attached to their equipment.
If your equipment or your customers sit somewhere on that path, we should talk.
Start a partner conversation →A read-only assessment proves the forecast on your own data before any hardware conversation. You see the record; you decide what it is worth.