Category Archives: Artificial Intelligence
The Institutional Brain
Faiz Faruqi · Enterprise AI Architecture Enterprise RAG · Knowledge Architecture Building the Institutional Brain — A RAG Reference Architecture for the AI-Native Enterprise McKinsey estimates knowledge workers spend 19% of their time searching for information that already exists inside their own organisation. This is the architecture that closes that gap — without autonomous agents,…
Building Enterprise RAG Framework
Building an Enterprise RAG Framework
Local-First Hybrid AI Platform
Portfolio Case Study — Enterprise GenAI Architecture Building a Local-FirstHybrid AI Platform From prototype to enterprise-ready GenAI architecture — balancing data privacy, inference cost, and operational resilience through a modular, routing-aware design. FastAPI · Qdrant · Ollama · Redis · OpenRouter RAG · Hybrid Inference · LLMOps Enterprise Architecture Executive Summary The Problem Enterprises want…
AI-Powered Enterprise Architecture Advisor
Multi-Agent Architecture for Enterprise Decisions — Faiz Faruqi Faiz Faruqi · Enterprise AI Architecture Agentic AI · Architecture Deep Dive When Four AI Agents Argue About Your Architecture A multi-agent system built with CrewAI and GPT-4 that compresses weeks of enterprise architecture analysis into minutes — and what it would take to deploy this responsibly…
Revolutionizing Supply Chain Management using AI Agents
How four specialized AI agents transformed a potential crisis into a seamless solution – and what this means for the future of supply chain operations The 3 AM Wake-Up Call That Changed Everything Picture this: It’s 3 AM, and somewhere in a warehouse in Ohio, sensors detect that inventory levels for a critical design component…
Agentic AI Content Generator
The Beginning of an AI Journey When I first heard about Agentic AI—systems where multiple AI agents collaborate to solve complex problems—I was skeptical. Could artificial intelligence really coordinate like a team of specialists? My answer came through necessity, wrapped in a very familiar business challenge: content marketing. The Problem That Started Everything I was…