analiza aiqbench

This is a vendor's account of how it built internal AI agents for marketing, sales, and engineering, framed as a reusable architecture pattern. Its most useful content is practical: agents that run on schedules rather than on request, placed in Slack where people already work, and the unresolved question of which user's permissions an agent acts under when it sends email or changes records. Treat the "general recipe" as LangChain's experience, not a validated standard, and check the identity and permissions design before copying it.