How to Integrate Generative AI into Your Existing Tech Stack

Integrate Generative AI

A practical, phase-by-phase guide for connecting AI to the systems you already have To integrate generative AI successfully, businesses must adopt a modular approach that connects modern AI models with existing enterprise systems through APIs and microservices. The process involves auditing current data infrastructure, selecting the right LLM, and implementing an orchestration layer — typically using Retrieval-Augmented Generation (RAG) — to ground the AI in company-specific data while maintaining the stability and security of the existing stack. This guide provides a step-by-step technical framework for adding generative AI to your workflows without rebuilding your existing systems.   •  Why integration is …

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