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Tag: AI Agent

2 articles

Enterprise AI Agents: We Spent Millions—Why Hasn't the P&L Budged?

Enterprise AI is falling into a dangerous illusion: teams buy a mountain of tools, local efficiency looks great, but the CFO sees no real profit contribution. The problem is not that models are too weak, but that AI has not become part of the commercial operating system. This article dissects why most AI projects fail to cross the chasm from efficiency to profit, through four real deep-water scenarios.

AI AgentEnterprise AIROICommercializationC-SuiteOrganizational ChangeProfit

How Should Newcomers Choose an Agent Framework? A Pragmatic, Engineering-Based Guide (For Reference Only)

There is no 'best' framework—only the one best suited to your current scenario. This guide takes an engineering perspective, classifies mainstream Agent frameworks into four schools by control-flow model, analyzes who each is for and not for, and offers selection advice for three common scenarios: financial/legal compliance, cross-border e-commerce marketing, and enterprise private knowledge bases. (For reference only.)

AI AgentFramework SelectionEngineering PracticeBeginner GuideLangGraphCrewAIDify

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