Real cases

Industrial AI for ultrasonic welding equipment manufacturers

Plants that build ultrasonic welding equipment make almost everything to order: custom horns and tooling, recipes validated in the lab with the customer's parts, and specific frequency, booster and generator configurations. Their automotive, medical-device, battery and electronics customers expect on-time delivery, right-first-time start-up and validation documents with every machine.

See the 12 cases, one by one ↓

Operations team in front of a delivery plan board with orders, configuration, status and commit dates, linked to material receiving, horn workshop, applications lab, assembly cells and final test areas

The pains repeat: paper travelers, critical machines with no network, spec changes arriving late by email, tuning benches that do not talk to the ERP, and days of quality time spent building dossiers. This page gathers 12 cases showing how an IRIS system (Edge + Connect + Agents) deployed by iLEAN solves each one without replacing machines or systems, with humans in command and figures in conservative ranges (estimate to be validated).

Let's talk

Book a 40-minute AI Discovery session to prioritize the cases for your plant.

We work on your plant's real data, not ours. Assessment with no commitment.

See metal fabrication and capital equipment