Made a consistent multi-scene AI video story using Grok and here is the workflow that actually works

Character consistency across multiple AI video clips is one of the hardest problems to solve in this space. Most tools generate each clip slightly differently and the result looks like four different people playing the same character. Grok on X has a workflow that mostly solves this and I have been using it for about a month now.

The process starts with the AI Storyboarding feature. You describe your story and Grok breaks it into detailed scene-by-scene prompts automatically. That is important because it maintains consistent character and environment descriptions across every prompt rather than you having to manually rewrite the same details for each clip.

The Imagine tool generates high-quality still frames first. You use those as your starting frames for video generation. The Extend Video feature then lets you grow each clip continuously without cuts, so the motion feels fluid rather than stitched together.

For longer videos the trick is using the last frame of one clip as the starting point of the next. It is a manual step but it gives you a seamless handoff between scenes and you can build a video of any length this way.

The Auto-Audio feature adds sound effects and character voices automatically based on what is happening in the scene. It is not always perfect but it is a useful starting point and saves time compared to sourcing and placing audio manually.

There is also a built-in upscaler to improve resolution before you download, which makes a meaningful difference to the final output quality.