Manufacturing AI fails because the architecture is wrong, not the models. Auralink's IIoT Modbus bridge and ROS 2 multi-agent orchestration architecture demonstrate exactly the OT/IT integration pattern that factory-floor Physical AI requires. We help manufacturers build production-grade AI with proper edge deployment, ISA-95-aligned OT integration, and MLOps — the infrastructure that keeps models running after the engagement ends. We work to IEC 61508 SIL, IEC 62443 OT cybersecurity, and ISO 10218 robot safety standards.
We take stuck manufacturing AI pilots to production — building the OT gateway, fixing the data pipeline, redesigning perception for real factory conditions, and delivering against IEC 61508 SIL and ISO 10218 where the application demands it. Our Advise/Build/Train model means the internal team can operate and retrain the system after we leave. Auralink's proven IIoT Modbus bridge and ROS 2 orchestration architecture provide directly transferable foundations for shop-floor Physical AI.
Based on common industry needs
A 30-minute call is enough to diagnose whether your AI initiative is stuck for industry-specific reasons — and what to do about it.