VoYN Content Pipeline

The Problem

• Publishing consistent content across six platforms required manual writing, formatting, and posting for every single update.
• There was no way to catch duplicate stories or verify content before it went live, risking reputational error.

The Solution

• Built an automated pipeline: RSS feeds feed a supervisor model that assigns content type, a writer model drafts it, and a humanizer pass removes AI-sounding phrasing.
• Every draft routes through a Telegram approval gate before publishing, keeping a human in the loop without requiring manual writing.
• Approved content is rendered as branded visual cards and distributed automatically across Instagram, Facebook, LinkedIn, and X.
• Deduplication logic prevents the same story from being covered twice across the pipeline's run.

The Result

• A single approval tap replaces what would otherwise be hours of manual writing and posting per week.
• Consistent presence across six platforms with a distinct voice tuned per platform.

Stack