AIOVIX field notes

AI agents, RAG, MCP, and automation guides.

Clear guidance on AI receptionists, voice AI, document AI, OCR, private knowledge systems, CRM automation, and production AI engineering.

AI Integration

2 articles

Page 1 of 1

MCP Development: When an AI Product Needs Model Context Protocol

What MCP servers do, where they fit, and how to connect them to business systems without giving an AI more access than it needs.

How to add LLM features to a SaaS product, CRM, portal, dashboard, or internal tool with controls, logs, and fallback paths.

Write for the AIOVIX blog

We accept a small number of paid guest collaborations from practitioners with useful, original experience.