Launch planning

Product Architecture

We map product requirements into system boundaries, frontend/backend responsibilities, AI integration points, data flow, deployment paths, and quality gates.

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Solution Architecture

XayKenhTikTok

A business automation and content-operation product where system clarity mattered more than visual decoration.