Applied AI

Production use cases across agents, search, automation, and analytics.

AI AgentsRAG SystemsEnterprise AIAI Automation

2 Articles

AI Agents in 2026: From Chatbots to Autonomous Systems

Two years ago, the term "AI agent" meant a chatbot that could book a restaurant with a single API call. In 2026, the same term describes systems that ingest an earnings transcript, reconcile it against a live financial model, flag discrepancies, and...

AEAI Editorial Team

13 minJun 1, 2026

Applied AI

Taking AI to Production: Deployment Patterns That Survive Real Traffic

By early 2026, 67% of enterprises had deployed LLMs in some capacity. Fewer than 30% had systems that reliably performed in production. That 37-point gap is not a measurement artifact—it is the distance between a model that answers test prompts and...

AEAI Editorial Team

14 minJun 1, 2026