prodot Insights Blog

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

Artificial Intelligence

prodot AI Training and Change Management for Businesses

9 min read

AI Training and Change Management: Why Tool Training Alone Isn't Enough

Up to 83 percent of all AI projects fail. Not because of the technology, but because of the people who are supposed to use it. Only 27 percent of...

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7 min read

AI Governance in Small and Medium-Sized Enterprises: Role Model and 4-Week Plan

41 percent of German companies use AI, but only 21 percent have a strategy. And only 37 percent have clearly defined responsibilities. Starting...

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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...

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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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