Automation questions that keep operations leaders up at night

By KFactory Limited
schedule6th Jul 26

The Manufacturer's 2026 Manufacturing Momentum Report surfaced the automation questions that keep operations leaders up at night - and they are mostly about data, not robots.

Our take on each:

  • Meaningful IT-OT convergence without disruption? That is exactly what Connect is built for - a bridge between industrial protocols (PLC, OPC UA, Modbus, RS232/485) and business systems (ERP, WMS, PLM, CRM), with real-time REST APIs and event-driven webhooks.
  • What does a realistic single source of truth look like? Not one giant database - one consolidated, live view of machines, sensors and business systems that every role can trust.
  • Prepare data foundations for AI without rebuilding everything? Connect to what you already run. The foundation is unified live data, not a new factory.
  • Tackle decades of industrial data debt? Bring legacy equipment online alongside modern IoT, then standardise the data model centrally.
  • Standardise across sites without killing local agility? A shared backbone with local control - common definitions, local execution.

See how we connect everything: https://kfactory.ai/platform/connect-overview 

What is the oldest machine you would want connected tomorrow?


If you want a demo of how the KFactory platform works, feel free to email us: [email protected]