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Stories

Current insights into the world of AI agents, LLMs, and how companies can benefit from them.

Automating Spare-Part Quotes in Mechanical Engineering
Latest Article/AI Agency

Automating Spare-Part Quotes in Mechanical Engineering

A spare-part enquiry passes through five stations before a quote goes out. Which of them can be automated, what data that requires, and why automating half the chain saves nothing.

8 min
AI in Mechanical Engineering: 6 Use Cases and What They Require
AI Agency

AI in Mechanical Engineering: 6 Use Cases and What They Require

Which AI use cases actually work in mechanical engineering, what data each one needs, and when a use case is not worth it. No hype, clear prerequisites.

9 min
No More Gut Decisions: An Intelligent E-Commerce Dashboard for Elferspot
AI Agency/Case Study

No More Gut Decisions: An Intelligent E-Commerce Dashboard for Elferspot

Soneo AI built an intelligent e-commerce dashboard for Elferspot, the largest marketplace for classic and pre-owned Porsche sports cars, with AI analysis, sales forecasting, and automatic inventory alerts.

5 min
AI Assistant for Skilled Trades: Find Knowledge Faster
Construction Assistant

AI Assistant for Skilled Trades: Find Knowledge Faster

How an AI assistant helps trade businesses: answers from standards, manufacturer datasheets and your own documents with source references, right on the job site.

6 min
Prompt Engineering vs. Fine-Tuning vs. RAG: What to Use When
AI Agency

Prompt Engineering vs. Fine-Tuning vs. RAG: What to Use When

Prompt engineering, fine-tuning and RAG explained clearly: what sets the three approaches apart, what they cost, and which fits which goal.

7 min
What Does an AI Project Cost? Prices & Factors 2026
AI Agency

What Does an AI Project Cost? Prices & Factors 2026

What does an AI project really cost? Realistic price ranges, the key cost drivers, pricing models and a concrete example calculation for SMEs.

7 min
AI Agent, Chatbot or RAG, Which Do I Need?
AI Agency

AI Agent, Chatbot or RAG, Which Do I Need?

AI agent, chatbot and RAG explained clearly: what the terms really mean, how they differ, and which solution fits which goal.

6 min
Using LLMs in Your Company: A Practical Guide
AI Agency

Using LLMs in Your Company: A Practical Guide

How to integrate a language model (LLM) into your company sensibly and in a privacy-compliant way: models, data protection, steps to a production solution and common mistakes.

7 min
GDPR & AI: What Companies Need to Know in 2026
AI Agency

GDPR & AI: What Companies Need to Know in 2026

Use AI in a privacy-compliant way: what GDPR and the EU AI Act mean for companies, which data is allowed, and how to use LLMs safely, including a checklist.

8 min
When Peak Business Becomes the Bottleneck: How We Made the AI Potential Visible for Gasteiner Heilstollen
AI Agency/Case Study

When Peak Business Becomes the Bottleneck: How We Made the AI Potential Visible for Gasteiner Heilstollen

How Soneo AI analyzed processes for Gasteiner Heilstollen in a workshop and delivered a complete technical concept with AI use cases and a profitability assessment.

5 min
Soneo AI Is Part of the AI Factory Austria: What That Means and Why We're Proud
AI Agency

Soneo AI Is Part of the AI Factory Austria: What That Means and Why We're Proud

Soneo AI has been selected as a startup for the AI Factory Austria AI:AT, Austria's key project for trustworthy AI, funded by the EU and EuroHPC. Here's what that means and why it matters for our clients.

5 min
System Breaks in Advertising Material Production: How We X-Rayed a Marketing Process for Lagerhaus
AI Agency/Case Study

System Breaks in Advertising Material Production: How We X-Rayed a Marketing Process for Lagerhaus

Soneo AI analyzed a marketing process in advertising material production for Lagerhaus. The result: a complete requirements specification with an as-is assessment, a technical concept, and a cost estimate.

5 min
AI Implementation for SMEs: A Realistic Roadmap
AI Agency

AI Implementation for SMEs: A Realistic Roadmap

Implementing AI without chaos: What mid-sized companies really need, which steps actually work, and why the first step is smaller than most people think.

7 min
AI Projects Fail: The 5 Most Common Mistakes in the Midmarket
AI Agency

AI Projects Fail: The 5 Most Common Mistakes in the Midmarket

More than half of all AI projects fail. Not because of the technology. Soneo AI reveals the 5 most common mistakes and how to avoid them from the start.

6 min
AI Agents in Practice: The Soneo AI Workshop at the HER•izon Summit
AI Agency/Case Study

AI Agents in Practice: The Soneo AI Workshop at the HER•izon Summit

At the HER•izon Summit 2025 in Bad Gastein, Soneo AI held a hands-on workshop on AI agents, including a live demo of an agent retrieving program and weather data in real time.

4 min
Website and Booking Platform for the HER•izon Summit: The Technology Partner Behind the Scenes
AI Agency/Case Study

Website and Booking Platform for the HER•izon Summit: The Technology Partner Behind the Scenes

Soneo AI was the technology partner of the HER•izon Summit 2025 in Bad Gastein: website and booking platform for a multi-day conference with ticket categories, side events, and a full program.

4 min
When HR Reports Take Hours: How We Built an AI System for consus compass That Does It in Minutes
AI Agency/Case Study

When HR Reports Take Hours: How We Built an AI System for consus compass That Does It in Minutes

How Soneo AI developed an AI-powered HR analytics tool for consus compass that automatically evaluates hundreds of data points and derives concrete HR strategies.

5 min

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