Why Bad Master Data Can Destroy Any AI Initiative
Francisco Requena Alcaraz
07/06/2026
Many industrial AI initiatives do not fail because the algorithm is weak. They fail because the factory context around the
junio 7, 2026
Lean Starts With Seeing Reality Clearly
Francisco Requena Alcaraz
07/06/2026
Many Lean transformations do not fail because people lack tools. They fail because the organization is not prepared to see
The Factory as a Socio-Technical System
Francisco Requena Alcaraz
07/06/2026
A Smart Factory is not a technological object. It is not simply a collection of sensors, dashboards, MES screens, AI
Reports, Dashboards and Alerts: How MES Information Should Reach People
Francisco Requena Alcaraz
07/06/2026
A factory can have more dashboards than decisions. This is one of the most common contradictions in MES implementation. The
Maintenance Prioritization Under Production Pressure
Francisco Requena Alcaraz
07/06/2026
Maintenance priorities are easy to define when the plant is calm. Safety first. Critical assets first. Production impact understood. Long-term
Workarounds: Waste, Risk or Operational Intelligence?
Francisco Requena Alcaraz
07/06/2026
Every factory has two versions of its processes. The first version is documented: the official workflow, the ERP transaction, the