Andrei Tereshin
AI Systems Architect
Author Articles
Enterprise AI Architecture: How We Connect 10+ Systems Without Breaking Anything
Enterprise AI integration is no longer about bolting a chatbot onto a legacy stack. It is about system architecture that lets autonomous agents plan, code, review, and ship — across Jira, GitHub, CI/CD, cloud runtimes, and multiple production apps — without a human babysitting every step. In this article I'll walk through the exact architecture we run at EGO Digital to connect 10+ systems, the automation loop that replaced our project managers' and mid-level engineers' routine work, and the lessons from putting it into production on four concurrent products.
From Chaos to Orchestration: The Architecture Behind NeuroLab
In NeuroLab, AI orchestration is the operating model that makes healthcare AI deployable, auditable, and scalable. NeuroLab is not a single chatbot feature; it is a multi-application system where patient, doctor, admin, and bot channels must stay aligned around one clinical truth. Without orchestration, this quickly becomes fragile. With orchestration, it becomes an architecture.
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