NextGen AI: Pioneering with Generative AI
Unlocking New Potentials in Tech: AI Insights & Industry Trends
Why AI Still Fails in Production: Our BSFZ-Certified Approach
After a decade managing technical relationships with BMW Group, Audi AG, and other German industrial giants, our founder witnessed the same costly pattern repeating ...
Trade Republic LLMOps Confirms the 10 Principles of CAA
Last week we published our 10 Principles of Cognitive Agentic Architecture (CAA), the rules we follow when turning AI demos into production systems. A ...
10 engineering rules for production-grade agentic architecture
We’ve all seen the impressive AI agent demos. But when it’s time to move from a demo to a mission-critical production system, one that ...
Why Most AI Use Cases Fail – And What Actually Works in the Field
Despite massive investments in artificial intelligence, most AI use cases never live up to their promise. A recent study by Gartner found that up ...
Everyone’s Building AI Agent Frameworks – Most Are Getting It Wrong
In the last six months, AI agent frameworks have exploded. LangGraph, AutoGen, CrewAI, and half a dozen others now claim to be “the future ...
AI Workforce Augmentation – Moving to Intelligent Execution
Every company is experimenting with AI assistants. From chatbot support to AI search tools, the first wave of generative AI has brought a new ...
Growing Work Complexity – Knowledge Systems Can’t Keep Up
Why outdated knowledge systems break under pressure—and how AI-powered knowledge execution changes the game. Every week, there’s a new fire to put out. A ...
From Retrieval to Execution: The Future of Knowledge in Action
The Hidden Costs of Knowledge Loss: Why You’re Losing More Than You Think Every company talks about digital transformation, automation, and agility—but few are ...
The Dimensions of Hidden Knowledge Loss: It Is Bigger Than You Think
Knowledge Is Walking Out the Door — And Most Companies Don’t See It From retiring engineers to high turnover in support teams, organizations everywhere ...