01Connect
BiaSense is designed to work with customer-approved inputs from compatible existing sensors, systems, and computers. When a workflow requires new functionality, compatible BiaTech edge devices or robotic data-capture systems can add sensing, local computing, mobility, or inspection capability.
02Reason
BiaSense organizes the evidence around the asset and applies Physics-Informed Machine Learning (PIML) to evaluate behavior against customer-approved limits. For defined workflows, PIML can accelerate repeated model evaluations while retaining selected physical constraints.
03Validate
The accountable subject-matter expert reviews the evidence, assumptions, limits, and results against the agreed baseline in advisory or shadow mode.
04Advise
Through Ask Bia, Bia answers questions in plain English, presents the evidence, and offers a practical next action for the operating team to consider. When low latency matters, accelerated edge computing runs selected physics and AI workloads near the operation, adding timely engineering guidance alongside traditional operational and control systems.