IoT hardware that captures raw, accurate, ground-truth data from the shopfloor — material movement, operator motion, and material transport. The signal layer is what makes the rest of industrial AI real.
You can't run reliable AI on inaccurate data. The Signal Layer is purpose-built to capture the three streams that today's MES, ERP and planning tools simply can't see.
Low-power, long-range radio tags attached to bundles, trolleys and material carts. Track everything moving through the shopfloor with minimal infrastructure — and zero retrofit cost on existing machinery.
Wearable, on-body cameras that capture an operator's exact field of view. Use computer vision to track motion sequences, validate method compliance, and quantify operator-wise efficiency — without any line-of-sight gaps.
AMRs (autonomous mobile robots) that move material between cutting, sewing, embellishment and finishing — orchestrated by the Action Layer. Eliminates manual fetching, frees operators for value-adding work.
Most factories instrument 5–10% of what actually happens on the floor. The other 90% — bundle locations, operator motion, transport timing — lives in heads, notebooks and WhatsApp messages.
The Signal Layer brings that 90% online. It's the data spine that lets the Command Layer plan with reality, and lets the Action Layer escalate the right thing at the right time.
Every bundle, every operator, every move — captured at the source, not reconstructed from scans.
LoRa gateways and on-body devices deploy in a day. No re-wiring, no machine retrofit.
Raw signals flow into the VDM layer and become the ground truth on which every Command and Action agent acts.
We're partnering with a small number of factories in 2026 to co-develop the next generation of industrial AI hardware. Talk to our R&D team.