AI-Powered Automation
for Industrial Machine Tools
Transforming universal machine tools into intelligent, automated production units through
real-time sensor processing,
edge AI integration, and
LLM-driven decision support.
Next-Generation Industrial Process Control & Automation
Building upon years of deep technical expertise in software architecture, data processing,
and automation systems, we established our dedicated industrial AI entity in
December 2024.
Based in Ankara, Turkey, we specialize in the engineering, design, and deployment of
industrial process control equipment and automated manufacturing solutions. Our mission is
to bridge legacy industrial hardware with cutting-edge AI—retrofitting universal machine tools
with edge-AI compute units,
wireless sensor networks (WSN), and
Claude LLM orchestration to power the next
generation of smart manufacturing.
FOUNDED
December 2024
HEADQUARTERS
Ankara, Türkiye
FOCUS
Industrial AI & Edge
Industrial Automation
Custom control systems and machine tool retrofitting for modern production lines.
Predictive Maintenance
Real-time WSN telemetry monitoring for anomaly detection and downtime prevention.
LLM Integration
Multi-agent decision-support for machine operators via Anthropic Claude API.
// CORE SOLUTIONS
Key Capabilities & Technology Focus
Production-grade systems combining edge AI, wireless telemetry, and Claude LLM orchestration.
EDGE
Edge-Integrated Machine Retrofitting
Retrofitting legacy universal lathes and milling machines with high-precision edge AI units.
Enables automated feed rate adjustment, tool path evaluation, and real-time operational
safety enforcement directly at the hardware layer.
WSN
Wireless Sensor Networks & Anomaly Detection
High-frequency tri-axial vibration, acoustic emission, and thermal monitoring. Uses machine
learning models at the edge to detect micro-cracks, chatter, and bearing degradation before
catastrophic machine failure.
CLAUDE API
Claude LLM Operator Assistant & Diagnostic Copilot
Integrating Anthropic Claude 3.5 Sonnet & Opus via API as an
intelligent context-aware copilot. Converts raw, high-density sensor telemetry into
actionable natural-language troubleshooting guides and dynamic parameter recommendations
for machinists.
COMPLIANCE
Automated Regulatory & Process Compliance
Generating real-time ISO/DIN manufacturing logs, shift summary reports, and quality
assurance metrics automatically through Claude API structured outputs.
// TECH STACK
System Architecture & Stack
End-to-end pipeline from sensor layer to LLM-driven operator assistance.
01 / AI & LLM ORCHESTRATION
AI Orchestration
› Anthropic Claude API (Sonnet & Opus): technical query processing & reasoning