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OpenCart × AI Ready 4 AI Permission Allocation and Token Consumption Analysis: Schematic diagram of AI Ready ecommerce content management and system integration to control costs starting from backend management

[OpenCart × AI Ready Part 4] AI permission allocation and Token consumption analysis: cost control starting from backend governance

After OpenCart imports AI, what really needs to be managed is "who can trigger what tasks, what data can be read, which fields can be written back, and how many tokens have been spent." AI Ready should be combined with User Group permissions, task budgets, audit logs and exception alerts, rather than having all administrators share a high-privilege API key.

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