LEDNIOWSKI.comIndustrial Automation Engineers

AI AUTOMATION

INTELLIGENT PROCESSES • AGENTS • ML

We deploy AI in manufacturing: predictive maintenance, machine vision, quality control, plus AI agents for documents and inquiry handling. Integrated with PLC and SCADA.

We deploy AI in production: quality control with computer vision, predictive maintenance and process optimization. We also build AI agents for office work — document workflows, answering repetitive inquiries, reporting.

We integrate the solutions with existing PLC and SCADA systems — no hardware replacement needed. The model is chosen for the specific problem: anomaly detection, process optimization or automated reporting.

Scope of services

  • Computer vision for quality inspection
  • Predictive maintenance solutions
  • AI agents: document workflows and inquiry handling
  • Company knowledge base accessible via chat (RAG)
  • ML model integration with PLC/SCADA environments

Frequently asked questions

How does AI help with maintenance?

Predictive maintenance analyzes sensor data (vibration, temperature, current) and flags component wear before failure — instead of scheduled overhauls you service what actually needs it.

What is machine vision used for?

Machine vision automates quality control: it detects surface defects, verifies assembly and positions parts for robots. It works faster and more consistently than operator visual inspection.

Does AI require replacing existing controllers?

No. The AI layer runs alongside existing automation — we collect data from PLCs and SCADA (OPC UA, Profinet) and run models on an industrial edge computer or in the cloud.

What can AI agents do in a manufacturing company?

An AI agent takes over repetitive office work: it organizes document workflows, answers typical customer and supplier inquiries, prepares reports and exposes company knowledge via chat (RAG). It works around the clock and learns from your documents.

Free engineering consultation

+48 505 603 607 · [email protected]

We reply within 24 hours.

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