Denis Gontcharov and I talk about the bad data that quietly erodes trust in every dashboard. I ask him where quality checks belong in the pipeline, and which open-source tools catch problems before they reach the ERP.
Denis Gontcharov and I share a real deployment of a Unified Namespace at a Dutch welding shop, finished in a single day. I explain why the point-to-point link between ERP and MES kept breaking, and what the shop saw once the data ran live.
Denis Gontcharov and I take on the idea that the cloud is only for big enterprises. I ask him how a smaller metals shop moves shop floor data to the cloud, and how predictive maintenance pays off first.
Russ Waddell joins me to unpack what factory connectivity actually means, because every side of the industry defines it differently. I ask him how to start a first project, and why clean, accessible data decides what AI can do later.
Brian Pribe of MACH Controls joins me to make the Unified Namespace practical for smaller manufacturers. I ask him how MQTT and Kafka fit together, and how open source keeps the first step within reach.
Todd Abraham of InnoVaas joins me to compare how the Unified Namespace is spreading in Asia and Europe. I ask him how small shops can start with one problem, and why structured data decides what machine learning can do.
Wim Dijkgraaf of QuotationFactory joins me to explain why real-time events beat the ERP for understanding a high-mix shop. I ask him how event-driven architecture and a Unified Namespace make manufacturers more agile and reliable.
Angelo Hulshout joins me to look at why Unified Namespace adoption in European metals is a culture question before a technology one. I ask where a manufacturer can start small, and which low-risk wins prove the value first.
Denis Gontcharov and I talk about why domain knowledge still decides what AI can do in a metals plant. I ask where expertise gets lost in the rush to automate, and what the factory of the future keeps in human hands.
I tell Denis Gontcharov how I went from welding on the floor to advising metalworking shops on digital transformation. I explain what I check first in a company, and the plan and training that turn new software into real gains.
Denis Gontcharov joins me to talk about digital transformation in aluminum, and why so many pilots never scale. I ask him how to line up IT, OT, and the business, and how to prove the savings early.
Denis Gontcharov and I walk through the pitfalls that sink digital transformation in metals. I name the ones I see most, from pilot purgatory to IT and OT pulling apart, and what a shop should do instead.
Denis Gontcharov and I compare top-down and bottom-up digital strategies for manufacturers running plants in several countries. I explain where each one breaks, and how a Unified Namespace lets a site solve a local problem without losing the enterprise view.
In the first episode, Denis Gontcharov and I talk about why data engineering comes before data science in a factory. I ask him why the ERP cannot carry real-time analysis, and how a Unified Namespace changes what a shop can see.