Workflows

VAD — Video A Day

Daily short-form video, on autopilot.

Topic → research → script → voiceover → cuts → caption → render → publish. Drives daily YouTube Shorts / TikTok pipelines for client sites.

  • End-to-end daily render
  • Multi-channel publishing
  • Auto thumbnails + titles
Why

Video drives the most reach but eats the most time — editors, voiceovers, thumbnails. VAD collapses the whole pipeline into one daily cron so the team's job becomes 'review the cut', not 'make the cut'.

How
  • Topic → script → voiceover → cuts → caption → render → publish
  • Veo · Sora · Runway · CapCut behind one router
  • Auto thumbnail + title from script metadata
Proof
Videos shipped
1,000+
Channels published to
YT · TikTok · IG
Human touch points/day
1 (approval)
VAD — video a day, end to end
Topic → finished short → multi-channel
Hover or tap a node to see details.
FAQ
Eight steps sounds slow — can it really run daily?
Total render time on a typical short is under 12 minutes wall clock, mostly waiting on cuts and render. The human touch point is one: approval before publish.
How are titles and thumbnails generated?
From the script metadata — hook line becomes the title, the key frame from cuts becomes the thumbnail. Per-channel variants generated automatically with channel-specific aspect ratios.
What if a provider fails mid-render?
Failures bubble to the operator queue with the last-good-state preserved. Resume from the failing step without re-running script or voiceover — partial work never gets thrown away.
In production
  • 1,000+ shorts shipped

    Daily VAD pipeline output — published across YouTube Shorts, TikTok, IG Reels with channel-specific titles.

  • One human touch-point/day

    Topic in, finished multi-channel cuts out, with a single approval step before publish.

  • Provider-routed shots

    Veo for quality, Sora for cinematic, Runway for effects, CapCut for speed — script can hit all four.