Posts

Shadow AI scenarios: employees using personal ChatGPT, Claude, and other AI accounts outside corporate policy — leaving no audit trail, no accountability, and no governance.

Why structural organizational context (role+policy+delegation+version control) cannot be achieved with Slack or ChatGPT alone, and why a self-hosted/file-based approach delivers security and controllability.

Week seven synthesis: the real challenges of building MES+MOM+ERP integration alone, how air-gap/on-prem requirements make it more complex, and how infab.cloud closes the gap.

How do humans and agents work together in hybrid teams? Operating models, approval chains, and managing organizational structure through Git with config-as-code.

In mass production, a fixed recipe and standard cost work perfectly. In customer-specific production, every order has a different route, a variable operation sequence, and actual cost rarely matches the standard. I explain the dynamic recipe and true cost engine concepts.

ERP, MOM and MES integration architecture, how data flows between layers, why local ERPs require a dedicated integration layer, and how infab.cloud's ERP integration layer fits in.

MOM, or Manufacturing Operations Management, is the wider umbrella that includes MES and orchestrates production, quality, maintenance, and inventory under one layer.

MES captures real-time production data — cycle time, downtime, and scrap — from work order start to finish on the shop floor. The concrete difference from ERP.

ERP is designed for finance, sales, purchasing, and stock accounting — not for real-time data collection from the shop floor. Your ERP is not lying; it is just speaking late and in coarse grains.

The difference between a chatbot in a browser tab and a defined agent with accountability, model, skills, and policy. If a human worker has a role/authority/reporting line, an agent should too.

Digital transformation in customer-specific production cannot rely on fixed infrastructure. As Fabrika Yazılım | fab.limited, I explain how we tackle this challenge with infab.cloud.

Humans must remain accountable for agent outputs and development, unit managers for objectives, with auditing and delegation operating within human working hours and guided by the organization's vision, mission, and goals.