Shop-floor AI for predictive maintenance, vision QA, robotics cells, and OT/IT integration
Manufacturing and shop-floor robotics fail for the same reason: 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 and multi-robot coordination 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 / ISO TS 15066 cobot-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
Twelve weeks to a production-grade multi-agent system that serves as the software and control-plane complement to your cyber-physical stack — fleet intelligence, SCADA-adjacent orchestration, or autonomous operations — with the eval harness, the observability stack, and the SRE handoff your team needs to operate it
Four weeks to a strategy document, a business case, an ROI model, and a 12-month execution plan — scoped for industrial operators where OEE, safety-regime timelines, and physical-system procurement cycles are the real constraints, not just board optics
The Full-Stack Physical AI layers most relevant to this sector.
A 30-minute call is enough to diagnose whether your AI initiative is stuck for industry-specific reasons — and what to do about it.