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Artificial Intelligence

Deploying Custom AI Agents: A Roadmap to Business Automation

By Devendra Mewada Published: 26-Jun-2026

AI agents are changing how businesses interact with data. Unlike simple rule-based chatbots, modern AI agents utilize semantic search, tool calling, and long-term memory to solve complex user tasks autonomously.

The Architecture of an AI Agent

An enterprise AI agent consists of three main components: a core reasoning model (LLM), vector-based data indexes for context search, and external API connectors to execute decisions.

Tags: #AI #Automation #OpenAI
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