01
Breaking News
Score breaking NFL news for fantasy and betting relevance as stories break.
Production backend live — 622+ tests passing
Turn breaking NFL news into published video — before the market moves.
Breadbasket Sports discovers stories, researches fantasy and betting impact with AI, produces branded vertical video, and queues it for your approval — then publishes to connected platforms.
Where Preparation Pays
Built on production-grade infrastructure
Cloudflare
Supabase
OpenRouter
Remotion
TikTok
Instagram
The problem
Breaking news moves markets before you can react.
Injuries, trades, and depth-chart shifts change fantasy rankings and betting lines in minutes. Manual research cannot keep pace with the NFL news cycle.
The solution
One autonomous pipeline from story to published video.
Breadbasket combines AI research, content generation, Remotion video production, and authorized social publishing — so you act on intelligence, not noise.
- Fantasy and betting insights from real NFL data
- Branded 9:16 video with narration and captions
- Approval queue before anything goes live
- Analytics feedback for continuous improvement
The Pipeline
One system. Ten stages. Zero handoffs.
From the instant a story breaks to the moment it's published and measured, the entire workflow runs autonomously — then learns from itself.
02
Research
AI gathers context, player impact, and betting angles into a structured brief.
03
Script Generation
Turn research into a tight vertical script with hook, analysis, and call-to-action.
04
Storyboarding
Break the script into timed scenes with on-screen text and visual direction.
05
Voice Generation
Generate narration audio synced to storyboard scene duration.
06
Video Rendering
Remotion produces branded 9:16 MP4 with captions and overlays.
07
Storage
Video, thumbnail, caption VTT, and manifest uploaded to Supabase Storage with public HTTPS URLs.
08
Publishing
Upload via OAuth-authorized APIs after creator approval in the queue.
09
Analytics
Track views, engagement, and completion to inform what content works.
10
Continuous Learning
Feed performance data back into topic selection, scripting, and scheduling.
A closed loop. Stage 10 feeds directly back into Stage 01 — every published video makes the next one smarter.
Interactive
Explore each production stage
Select a stage to see purpose, inputs, outputs, technology, and what it feeds next.
Select a pipeline stage above to view details.
Capabilities
Built for production, not prototypes
AI Research Engine
NFL news, injuries, and matchups analyzed for fantasy and betting impact — not hot takes.
Script & Storyboard
Vertical scripts optimized for TikTok, Reels, and Shorts with on-screen text and CTAs.
Remotion Video
Branded 9:16 video with narration, captions, score bugs, and Breadbasket overlays.
TTS Narration
AI-generated voice tracks synced to storyboard timing and scene duration.
TikTok & Instagram
OAuth-authorized publishing with approval queue, retry logic, and status tracking.
Supabase Backend
Production schema for assets, publish jobs, analytics, and full pipeline state.
Why Breadbasket
Prepared beats reactive
We built the infrastructure serious creators and operators need — enterprise-grade architecture with a sports-native workflow.
Authorization-first
Nothing publishes without OAuth consent and queue approval. Your accounts, your control.
Test-driven backend
622+ automated tests, typed services, and Supabase persistence — not a weekend hackathon.
Sports-native AI
Purpose-built for NFL intelligence — fantasy projections, betting context, and breaking news.
Technology
Built with production-grade tools
Each integration is chosen for reliability, not novelty.
OpenAI
Text-to-speech narration with precise timing metadata for storyboard sync.
OpenRouter
Multi-model AI routing for research, scripting, and content generation.
Supabase
PostgreSQL persistence, storage, and real-time state for pipeline assets.
Cloudflare
Edge hosting for the public site with security headers and global CDN.
Remotion
Programmatic 9:16 video rendering with brand templates and captions.
TikTok API
OAuth authorization and Content Posting API for authorized publishing.
Instagram Graph API
Reels publishing framework with OAuth and media container workflow.
TypeScript
End-to-end type safety across services, agents, and API contracts.
Node.js
Production runtime for pipeline orchestration, rendering, and API services.
Founder Console
Operate the full pipeline from one dashboard
Real Founder Console screenshots from the production dashboard — not fabricated mockups.
Dashboard
Publishing Queue
Analytics
Video Library
TikTok Integration
Roadmap
Where we're headed
A clear path from a working platform to a self-operating sports media company.
Phase 01 Completed
Production Backend
- Pipeline, video, voice, storage, publishing framework
- Supabase persistence
- 622+ automated tests passing
Phase 02 In progress
Platform Approval
- TikTok Developer App review
- Instagram Graph API hardening
- Public launch
Phase 03 Next
Live Analytics
- Platform API ingestion
- Learning loop
- Autonomous scheduling
Phase 04 Future
Full Autonomy
- Discover → publish → learn
- Minimal human intervention
- Self-operating sports media
Early access
Join the beta
Be first to access AI-powered NFL intelligence — from research to published video. We'll email you when your spot opens.
FAQ
Common questions
Breadbasket Sports discovers breaking NFL stories, researches fantasy and betting impact with AI, produces branded vertical video, and publishes to your connected social accounts — with your authorization.
AI powers story scoring, research briefs, script generation, voice narration, and performance analysis. Every stage uses purpose-built prompts and production services — not generic chat responses.
No. Content enters a publishing queue and requires creator approval before any post goes live. OAuth authorization is required for each connected platform.
Yes. The Founder Console includes a publishing queue where you preview video, edit captions, and approve or reject each item before it posts.
TikTok Content Posting API is production-ready. Instagram Graph API integration is in progress. Both require OAuth authorization from the account owner.
Content generation follows the NFL news cycle. High-impact stories trigger the pipeline automatically; scheduling controls let operators set cadence and topic priorities.
NFL is the primary focus today — fantasy football and sports betting intelligence. The pipeline architecture supports expansion to additional leagues.
We collect only what you provide (beta signup, contact, OAuth tokens for publishing). Data is stored in Supabase with encryption at rest. See our Privacy Policy for full details.
You retain ownership of content published from your connected accounts. Breadbasket provides the production pipeline; creators control what goes live through the approval queue.
TikTok and Instagram require OAuth authorization from the account owner. Breadbasket requests only the scopes needed to upload video on your behalf — you can revoke access at any time from the platform or our data deletion page.
Both. Research briefs include fantasy football impact (start/sit, waivers) and sports betting context (lines, props). You choose your focus when joining the beta.
TikTok Content Posting API is production-ready pending developer app approval. Instagram Graph API integration is in progress. X and YouTube Shorts are on the roadmap.
Ready to prepare before the market moves?
Join the beta, follow development, or reach out — Breadbasket Sports is building the future of AI-powered sports media.