Production Pipeline

End-to-end autonomous sports media — from breaking story to published video and analytics feedback.

Breaking Story

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Research

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Script

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Storyboard

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Voice

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Video

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Storage

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Publishing

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Analytics

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Continuous Improvement

Stage Details

Ingest NFL news, injuries, trades, and depth chart changes from configured sources.

AI analyzes fantasy and betting impact using OpenRouter — usage, matchups, prop angles.

35–60 second vertical scripts with hook, fantasy take, betting take, and CTA.

Timed scenes with narration, on-screen text, and visual descriptions.

TTS narration generated and synced to storyboard duration.

Remotion renders branded 9:16 MP4 with overlays, captions, and watermark.

Video, thumbnail, caption VTT, and manifest uploaded to Supabase Storage with public HTTPS URLs.

TikTok Content Posting API and Instagram Reels via OAuth, queue, approval, and retry.

Platform metrics persisted for performance tracking and future learning loop.

Feedback from analytics informs future content strategy and prompt optimization.