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 ...
Beyond Frameworks: Building Production-Grade Agent Systems
We started building Arti like many teams do — with the idea that we needed an orchestration layer for intelligent software. But our background ...
Beyond Retrieval: What Process-Aware AI Actually Does
From static search to intelligent execution — the 5 pillars of enterprise-ready, process-aware AI Most enterprise AI today gets stuck in one place: retrieval. ...
Comparing Agent Framework Architecture with Real Frameworks
In software, the word framework means something. It means safety. Predictability. Discipline. React didn’t become ubiquitous because it rendered HTML. It won because it ...
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 ...