NextGen AI: Pioneering with Generative AI
Unlocking New Potentials in Tech: AI Insights & Industry Trends
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 automation
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 ...
The Blueprint for Production-Grade Agentic Architecture
Most agents today are just loops with dreams. They wrap an LLM call in a while-loop, pass some loosely defined tools, slap together a ...
What Netflix’s Foundation Model Teaches Us About Agentic Infrastructure
Imagine a scalable, production-grade agentic system that doesn't just make predictions but adapts, extends, and serves diverse applications with consistency and traceability. Netflix already ...
AI Automation Must Address the Fundamental Complexity Crisis
Modern enterprises are drowning in complexity. Every process is more interconnected, every system more data-rich, and every decision more dependent on fragmented expertise. As ...
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 ...