Turn an idea into content.
Give the factory a goal. It researches, creates and prepares the final deliverables for every connected platform.
Start a new video from the Create page — define your goal once and the factory researches, writes, produces and prepares it for every connected platform.
Recent projects
● Published
● Review required
Draft
Factory activity
— sources analyzed
— research runs
— videos published
Create
Define the goal once. The workflow handles the production stages for every selected platform.
Command
Production settings
Publish to
Same 9:16 master video is reused for Shorts and Reels. Carousel repurposes the scene visuals as an image post.
Also generate
Duration
Review points
Research
Sources are collected, extracted, scored and turned into a recommendation.
Workflow progress
Intent, platforms and duration extracted
Multi-source strategy ready
17 sources
Web pages, PDF and image text
Recommendation generated
Source intelligence
Run research to load real sources.
Recommended topic: AI Agents Are Becoming Autonomous Workers
Strong recent coverage, specific angle and high short-form potential across Shorts and Reels.
Run research to load topics
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Content Studio
Edit the generated assets before the final publishing checkpoint.
45-second script
EditableContent quality
Engagement potential · 86%
YOUR NEXT COWORKER?
0–5 sec · Hook
AI THAT CAN ACT
5–18 sec · Explanation
WHY IT MATTERS
18–35 sec · Key fact
WHAT HAPPENS NEXT?
35–45 sec · Ending
These 4 scenes also export as an Instagram Carousel (4:5 image post).
Voice-over
Generated narration (TTS · English)
Run a topic to generate the real voice-over.
Final video — 1080×1920
Real MP4Run a topic to generate the real video with voice-over.
Preview
CAN ACT.
Platform-ready exports
Final review
Everything is ready. Publishing happens only after the confirmation below.
CAN ACT.
▶ YouTube Shorts
◎ Instagram Reels
The video will be uploaded to YouTube and Instagram after confirmation.
Projects
Every research run and content package stays organized here.
| Project | Status | Platforms | Sources | Created | |
|---|---|---|---|---|---|
| AI Agents Weekly | ● Published | YT IG | 17 | Today | |
| Humanoid Robots | ● Review required | IG | 11 | Yesterday | |
| Open Source LLMs | Draft | YT IG | — | Aug 30 |
Content Calendar
Plan research, production and publishing windows across platforms.
Automation rule
Every Monday → research AI news → prepare recommendation → pause at topic checkpoint → generate one 9:16 master + carousel → pause at publishing checkpoint → publish to YouTube Shorts and Instagram Reels at scheduled time after confirmation.
Analytics
Real pipeline metrics from your workspace. View-based metrics require the YouTube Analytics API (roadmap).
Platform split (published)
Publish a video to see platform data.
Pipeline
Each run: research → topic checkpoint → script → real 9:16 video (voice-over + on-scene stock imagery) → publish checkpoint → YouTube upload. Metrics above update from real workspace activity.
Settings
Configure integrations, AI and workflow behavior.
AI model
The inference provider can be changed without changing the workflow architecture.
Fast Cloud LLM
YouTube connection
● Connected
OAuth connection is protected server-side.
Instagram connection
● Connected
Publishing uses the Instagram Graph API. Tokens are stored encrypted, never in plain text.
Workflow checkpoints
The workflow automatically pauses only at configured checkpoints.