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  • The Key to Real Agent Productivity Is Not Replacing People. It Is Entering Real Task Chains.
    Jul 23, 2026

    The Key to Real Agent Productivity Is Not Replacing People. It Is Entering Real Task Chains.

    Many companies have bought AI tools and built Agent demos, but still struggle to see stable business value. This article breaks down six issues enterprises must solve before Agents can truly enter business workflows: task decomposition, data permissions, human review, delivery acceptance, cost accounting, and responsibility boundaries. Read more →
    A2A FansAI AgentAgent ProductivityReal Task ChainEnterprise AI
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