Inside Digen: The Image-to-Video Workflow Behind Every MWHQ Short
We do not hand-build our Shorts. We run a pipeline. One reference image goes in, one finished clip comes out, and the same steps run every time. Here is the Digen workflow we use at M.U.S.I.C. World HQ, with the real settings, and the places it stops working.
1. Start from a reference image, not a prompt
Every job begins with a saved reference image of the artist, kept in a character library and named by artist code. Digen animates what you give it, so the quality of the still sets the ceiling for the clip. Pick a clean, well-lit frame with the face fully visible. A weak still cannot be rescued by a clever prompt.
2. Lock your settings once
Our standard job is a 10-second clip at 720p with the watermark removed, generated with Digen’s Real Motion 3.1 model. We do not change these per video. Fixed settings mean the whole batch matches, and when something looks off you know it is the image or the prompt, not a stray toggle. For Shorts, match the aspect ratio to the source image, and use 9:16 for portrait.
3. Write the prompt once, then enhance it
Each job carries its own written video prompt. We enter it exactly as written, then run Digen’s Prompt Enhance button and generate from the result. The rule that matters is that nobody rewrites the prompt at the keyboard. Edit the job, not the box, so every clip stays traceable to the instruction that made it.
4. Generate, then watch the whole clip
A render typically lands in somewhere between thirty seconds and two minutes, depending on platform load. Watch all ten seconds before you approve it. Check the face, the hands, and the last second, which is where drift tends to show up. If a render fails, we retry up to two more times before the job is set aside for a human.
5. Name it and route it the same way, every time
Files leave Digen with a default name, which is useless at volume. We rename each clip to a fixed pattern of artist code, the word VIDEO, and the job ID, then move it into the artist’s output folder and the upload queue. A naming standard sounds boring until you are looking for one clip among hundreds.
The Walls
This standard run animates an image. It does not do voice synthesis, so a job that needs a synthesized voice or lip-synced speech goes down a separate path and is not treated as a plain image-to-video render. Our pipeline supports one clip length, ten seconds, so longer pieces are cut together from several clips. Models, plans and settings change, so confirm them in Digen before you copy ours.
What This Means for You
Consistency is a production decision, not a talent. One reference image, one fixed set of controls, one prompt per job and one naming rule turn AI video from a weekly gamble into something you can repeat. Build the pipeline first, then scale it.
Sources: M.U.S.I.C. World HQ production practice and Digen settings as used in our own pipeline, October 2026.
Published by M.U.S.I.C. World HQ | musicworldhq.com