[8-h.] R&D: possibility of connection AI agent to Manifest

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The issue title suggests exploring integration of an AI agent with a 'Manifest' component, but the description is empty. Research would start by examining the codebase for existing AI analysis modules and any 'Manifest' related classes or APIs. Understanding the project's architecture for computer vision and ERP integration is necessary before any design or implementation can begin.

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