AI that works in the real world.

Hands-on write-ups, tools and findings from live mid-market projects. Practical. Ready to put to work.

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News & Insights

AI practice, first hand.

01 AI Practice

KI Marktanalyse Automatisierung – Leitfaden für den Mittelstand

02 Cost & Planning

Realistic AI Cost Planning: What Mid-Market Companies Should Budget For

What does AI really cost? Realistic budgeting for mid-market businesses - from pilot projects to scaling.

03 Sales & AI

AI in Sales: More Deals Through Intelligent Automation

How AI strengthens sales in mid-market companies: automate lead scoring, proposal creation and follow-ups for more deals with less effort.

04 Digital Automation

Digital Automation: How Smart Web Applications Give Your Business Hours Back

How businesses accelerate processes with digital automation and web apps – practical, proven, actionable. AI agency mindmelt.

05 Law & AI

GDPR and AI: What businesses must sort out before taking the plunge

Key data protection questions to resolve before implementing AI – data processing agreements, server locations, US services and customer data requirements.

06 Start with the data

Why data quality makes or breaks your AI success

AI projects often fail because of data problems. What this means and how mid-market companies can fix it – practical tips from AI agency mindmelt.

07 Perspective

What makes a top-notch AI agency?

What businesses should look for when choosing an AI agency. mindmelt explains what makes good AI consultancy – practical and honest.

08 From the ground

Why AI consultancy alone won't cut it.

Why AI projects fail – and the gap between consulting and real implementation. Insights from AI agency mindmelt.

09 Perspective

AI doesn't think. It calculates.

LLMs don't understand anything – yet they're still useful. Here's what that means for AI in business, explained by AI agency mindmelt Frankfurt.

10 AI Practice

My honest take on AI in mid-market businesses.

Five truths about AI consulting for mid-market firms – straight from an AI agency's frontline, not from a textbook.

I write about what I have built and tested myself - no press release summaries, no sponsored content.

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