From idea to measurable results — fast & safe. — schnell & sicher.

Agentic AI & Automation

AI agents orchestrate n8n workflows: parse emails & attachments, classify docs, trigger tasks.

• GPT‑based extraction & classification
• RAG for company knowledge
• Logging, observability & GDPR

IoT &
Edge Integration

Connect PLCs, actuators & sensors — robust pipelines from edge to cloud with monitoring.

• MQTT/Modbus/TCP, REST, webhooks
• Edge with Docker, TwinCAT integration
• Dashboards & alerts

Machine Learning & Computer Vision

Visual inspection, OCR, anomaly detection — from optical setup to trained model.

• Lighting & camera setup
• Training pipelines, drift monitoring
• KPI design (quality, throughput)

Proof of Concept → Production

Clear path: hypotheses, MVP, hardening, rollout — plus docs, training and support.

• PoC in 2–3 weeks
• Production‑grade MVP
• Handover, training, support

Process Automation

End‑to‑end workflow design with n8n: triggers, orchestration, auditing and KPIs.

Agent Systems

Understand, classify & reply; create tickets; process attachments.

Predictive Maintenance

Sensor data, anomalies & remaining life — from edge to dashboard.

Quality Control (CV)

Optics setup, OpenCV/ML models and inline inspection with KPIs.

IoT Data Aggregation

MQTT/Modbus/TCP, REST and webhooks — unified & versioned.

Edge‑AI Integration

Containerized models at the edge, secure updates, observability.

Computer Vision

OCR, object detection, anomaly detection with drift monitoring.

Analytics & Reporting

Automated reports, metrics and alerts — right in your tools.