Evidence stays close
to the script.
Understand the niche, follow source context and recognize when information needs refreshing. An old retrieval is never relabeled as new research.
Turn a YouTube channel, a niche or a question into an original video. Research, script, direct and review—in one connected studio.
Start with a reference. Keep the final idea yours. Or begin with a blank brief →
Study a channel’s themes and audience. Keep the patterns that matter, then choose a direction that is your own.
A visual explainer · illustrative brief
01Audience: curious, visually minded viewers
02Opportunity: reveal the decisions hidden in everyday places
03Original angle: why a familiar street can feel completely different
Some projects need a conversation. Others need a clear sequence and room to run. Choose how much to approve, without losing sight of what happens next.
Review each stage before moving on. Refine the evidence, script, narration or visual direction while the rest stays organized.
Review → revise → approveAsk the copilot to explain its choices, research a question or propose a revision. Chat and workflow controls share the same saved work.
“Keep the angle. Tighten the hook.”Approved work proceeds within your limits. Required editorial reviews and provider safeguards remain in place.
Automate the work. Keep the oversight.Keep research, creative decisions and production progress together, from the first reference to the final export.
Understand the niche, follow source context and recognize when information needs refreshing. An old retrieval is never relabeled as new research.
Dependency-aware revisions preserve work that does not need to change. A metadata edit should not throw away completed narration and visuals.
Route supported providers by capability. Administrators set budgets and parallelism, including shared limits for model profiles using the same hardware.
Published subscriptions and credit plans appear here when configured. Your account shows the allowance and limits that apply to your work.
The service is still being connected for public access. Explore how the workflow works now; subscriptions and credit allowances appear here once the platform operator publishes them.
No. A reference is a starting point for understanding a niche, its audience and its recurring themes. The workflow develops a distinct angle and original script. You remain responsible for reviewing originality, accuracy and the rights to the material you publish.
The research workflow has a separate live-search capability for time-sensitive topics. It preserves source and retrieval context, and current-topic research and scripts retain editorial approval gates. Configure a search-capable provider; a local language model alone is not a live search engine.
Choose step-by-step, assisted or automatic mode. Chat instructions and workflow buttons operate the same saved state. Automatic mode does not remove required editorial reviews, budget limits or provider safeguards.
Administrators can configure supported cloud APIs and approved private inference endpoints. Supported adapters include OpenAI-compatible text and speech, ComfyUI image and motion workflows, and ACE-Step music. The model server, required weights and compatible workflows must already be provisioned.
The scene plan is tied to measured narration and the approved video brief. The director proposes pacing within the scene budget; deterministic checks preserve the audio timeline. Images and motion can progress in separate bounded lanes.
The delivery workflow provides the rendered video, caption files and publishing copy for review. Direct publishing, provider access and available formats depend on the implemented and configured service. Creating a title does not automatically publish a video to your channel.
Find the question. Build the brief. Make something of your own.