AI Content Production Workflow

A controlled content system that turns an initial request into captions, visual prompts, generated assets, human approval and prepared publishing outputs.

A controlled workflow was designed to turn a content request into captions and prompts, generate visual or video assets, store status in a database and route outputs through human approval.

The challengeCreating social content involved moving between planning, caption writing, visual generation, video generation, review and publishing preparation with limited visibility across the process.

The systemA controlled workflow was designed to turn a content request into captions and prompts, generate visual or video assets, store status in a database and route outputs through human approval.

WorkflowContent request → AI planning → Asset generation → Database tracking → Human approval → Publishing preparation

Technologyn8n, AI models, creative tools, Supabase, APIs and approval logic

Human controlThe reviewer decides whether an asset is approved, edited, rejected or held before any publishing step.

Operational outcomeConnected content planning, asset creation and review without removing editorial control.

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