Petanux Insights

Blog & AI Insights

Deep dives, best practices, and technical insights into industry-grade AI, made and hosted in Germany.

2026-08-05•6 min read•Petanux Computer Vision Team

Automated Optical Inspection & Computer Vision in Smart Manufacturing

How edge-deployed computer vision algorithms inspect assembly lines, detect microscopic surface defects, and optimize manufacturing throughput in real time.

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AI Agents & Automation

2026-08-04•7 min read•Petanux AI Systems Team

Autonomous AI Agents: Orchestrating Complex Enterprise Workflows

Exploring multi-agent architectures that plan, execute, self-correct, and automate end-to-end operational tasks across firewalled enterprise environments.

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Medical AI & Healthcare

2026-08-03•5 min read•Petanux Medical AI Research Team

AI Diagnostics: Early Skin Cancer Detection via Multi-Spectral Computer Vision

Advancing dermatological precision through deep neural networks trained on multispectral imagery to classify melanoma and non-melanoma skin cancers early.

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Neurological AI

2026-08-02•6 min read•Petanux Medical AI Research Team

Quantitative AI Diagnostics for Parkinson's Disease Staging & Progression

Utilizing video-based kinematic tracking and machine learning to quantify motor tremors, bradykinesia, and clinical stage progression (Hoehn & Yahr).

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Neurological AI

2026-08-01•5 min read•Petanux Medical AI Research Team

Real-Time Freezing of Gait (FoG) Detection in Parkinson's Disease via Motion Telemetry

Combining spatial computer vision and wearable movement telemetry to predict, detect, and analyze Freezing of Gait episodes to improve patient safety.

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AI Sovereignty & Security

2026-07-28•5 min read•Petanux Sovereign AI Team

Why On-Premise LLMs & Sovereign AI Matter for European Enterprises

How German-hosted and on-premise LLM architectures can support GDPR-aligned processing, data sovereignty and IP protection without relying on public AI infrastructure.

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Smart Retail & AI

2026-07-24•4 min read•Petanux Retail AI Team

AI in Retail: Combining Loss Prevention and Real-Time Shelf Analytics

Exploring how privacy-first computer vision algorithms reduce theft, optimize stock availability, and improve shopper journeys without biometric tracking.

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Automotive AI

2026-07-15•6 min read•Petanux Automotive AI Team

Objective Inspection: AI-Powered Vehicle Damage Detection for Fleets

How automated computer vision scanners classify scratches, dents, and surface anomalies in seconds, eliminating subjective manual inspection disputes.

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Voice & Document AI

2026-07-08•4 min read•Petanux Voice & Language AI Team

Streamlining Corporate Meetings with On-Premise Voice & Document AI

Minuta transforms audio recordings, meeting streams, and multi-page technical PDFs into structured, actionable intelligence on local servers.

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