prodot Insights Blog

Trends, technology & practical knowledge about software development, AI, IoT and digitalization.

10 min read

Choosing the Right AI Model for Software Development: Why Code Review Is the Best Practical Test

A model can sound confident and still be wrong about the code in front of it. In code review, that usually shows up quickly: valid syntax is flagged as non-compiling, a modern language feature is treated as a bug, or the model produces a finding...

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10 min read

When Data is silent: Predictive Maintenance even without complete damage documentation

A truck breaks down in the middle of the night. The cargo spoils, the customer backs out, and the repair shop charges double for the express...

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6 min read

Why do so many AI projects fail in small and medium-sized businesses?

95 percent of all generative AI projects do not deliver a measurable ROI. Among German small and medium-sized enterprises, only a few make the...

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AI in professional soccer - data platform for match analysis, scouting and injury prevention

4 min read

AI in football: How artificial intelligence is changing professional football

Every match day, over 150 million data points are generated in modern professional football - from tracking systems, wearables, video analysis and...

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5 min read

AI-powered test automation: How a custom-developed agent enhances our quality assurance

Is test automation worthwhile in a project that has been running for years? With the right combination of your own test framework and an AI agent,...

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4 min read

AI is no oracle: Why I believe it serves as a sparring partner for a better model of collaboration

AI models are increasingly being used for decisions that previously required empirical knowledge. This raises the question of how far delegation to...

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9 min read

Examples of Predictive Maintenance: Predictive Maintenance in Practice

Machines that announce their own failure - does that sound like science fiction? Predictive maintenance makes it a reality. More and more companies...

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6 min read

Not obvious, but noticeable: Anomaly detection in the vehicle fleet

Thousands of journeys are recorded every day. GPS data, tire pressure, fuel consumption, engine speed - every journey leaves a digital fingerprint....

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7 min read

IoT in Retail: Applications, Benefits, and Implementation

The Internet of Things (IoT) in retail is changing how retailers control their stores, manage stock and engage with customers. Smart sensors,...

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7 min read

IoT in Logistics: Applications, Benefits, and Implementation

The Internet of Things (IoT) is fundamentally changing the logistics industry: networked sensors, intelligent trackers and real-time dashboards...

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