IntelloWork Blog

Notes from the answer engine.

31 Aug 2026

Stopping AI Chatbot Hallucinations: Seven Controls That Work

Enterprise chatbot hallucination is usually a retrieval failure that generation covered up. The five real causes, the seven controls that fix them, and the evaluation harness that tells you whether any of it worked.

18 Aug 2026

Monitoring Internal AI Assistants: What to Track, and Which Tools Actually Do It

Monitoring an internal AI assistant is not application monitoring. Uptime, latency and error rates tell you the service is running; they tell you nothing about whether it is…

17 Aug 2026

Multilingual AI Chatbot: Answer in Any Language, Whatever Language Your Docs Are In

A multilingual AI chatbot answers in the language the person asked in, even when every document it draws on is written in another. That is the requirement most…

3 Jul 2026

What Is Retrieval-Augmented Generation (RAG)? A Complete Guide for Enterprises

Retrieval-Augmented Generation (RAG) combines information retrieval with large language models to deliver accurate, context-aware responses using trusted business data. Learn how RAG improves enterprise AI, reduces hallucinations, and powers secure AI assistants for modern organizations.