prodot Insights Blog

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

prodot ChatGPT for Businesses

5 min read

ChatGPT for Businesses: Licenses, Costs and a Structured Implementation

In early 2026, the German economy reached a turning point in its use of AI. According to the 2026 Bitkom AI Study, 41 percent of companies with 20 or more employees are actively using AI, up from 17 percent the previous year. The impetus is almost...

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AI Automation – Intelligent Processes with Machine Learning, Generative AI, and Autonomous Agents

5 min read

AI Automation: What Will Really Work in 2026

In 2026, AI automation will be the key to not only speeding up processes but also fundamentally transforming them. While traditional workflow...

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7 min read

Chatbot Based on Your Own Data (RAG): Making Knowledge Accessible in Compliance with the GDPR

According to McKinsey, employees spend up to 1.8 hours per workday searching for information. It’s tempting to turn to ChatGPT. But when they do,...

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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...

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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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