AI video creation workflow: from brief to final export

Build an AI video workflow around clear decisions: approve the message, plan the shots, prepare authorized references, test an uncertain shot, select usable clips, assemble the sequence and check the final export. Each stage should leave something you can review before moving to the next one.

In Deepnia, Storytelling chains script, scenes, voices, subtitles and music into an edited film; the Video Studio produces or redoes a specific shot with Gemini Omni.

Define success before generating

For a complete explanatory episode rather than an isolated clip, the YouTube video production guide expands this workflow into script, narration and thumbnail decisions. For a first video step by step, follow the guide to making an AI video from start to finish. Keep the general shot-management method here as your production checklist.

Write one sentence explaining what the viewer should understand or do. Add the audience, language, intended channel and delivery format. Separate requirements from preferences: an accurate product name is essential, while slightly warmer lighting might be negotiable.

Record your reference materials, deadline and reviewer. Check the destination’s current requirements when preparing delivery rather than assuming that a familiar format suits every channel.

Keep the first project focused. If your brief includes a brand introduction, several demonstrations and a detailed offer, decide which message belongs in this video. Additional goals may need another sequence instead of a longer prompt containing everything.

Convert the message into a shot list

Give each shot a subject, one main action and a framing intention. Note what must remain consistent between shots: the object, setting, colors or wardrobe. A written list exposes contradictions before you generate material. Kling 3.0 chains up to 5 shots in one video and keeps the object identical with its persistent elements.

A storyboard helps you visualize the sequence before production: Seedream v5.0 Lite Sequential can generate its panels as 1 to 15 consistent images.

Avoid adding motion simply because it is possible to request it. An object opening, rotating and changing position while the camera circles introduces several separate things that can go wrong. Start with the action that communicates the message, then decide whether more movement earns its place.

Original example: a three-shot notebook introduction

Imagine a fictional project introducing a plain blue notebook. The viewer should see its exterior, its open pages and a final invitation to explore the product.

Shot	Planned view and action	Acceptance criterion
S01	Closed notebook on a table, stable close view	Shape and color remain consistent
S02	Notebook already open, gentle camera movement	Pages stay coherent, no invented writing
S03	Wider composition with space for closing text	Text area remains usable in the edit

The second shot deliberately begins with the notebook open. If the opening action is not necessary, you can connect the two states through editing instead of introducing a hand interaction that adds complexity.

Approve the closing message separately. Do not let a visual prompt invent a discount, material claim or product benefit to fill the empty space. Commercial information should come from the brief, not from whatever appears in a generated scene.

Prepare references with a clear purpose

Collect materials you are authorized to use, such as approved product photographs, brand colors and graphics.

Record what each reference establishes. A product photograph might define the object’s appearance without requiring the same background. The Video Studio accepts a starting image, keyframes or references (Gemini Omni takes up to 7).

Keep essential text, such as a title or contact detail, out of generated images where accuracy matters. In Storytelling, carry it in the narration: the subtitles repeat it word for word. Then check it in the delivered file.

Ready to develop your shot plan? Run it in Storytelling, or test the most uncertain shot first in the Video Studio with Gemini Omni.

Test the most uncertain shot first

Choose the shot that exposes the main production risk. In the notebook example, that might be whether the open pages remain stable during movement. A successful static view of the closed cover would not answer that question. To pick the right model for each shot, see the guide to choosing an AI video generator for your shots.

Example prompt for shot S02:

Close view of a plain blue notebook already open on a light table. Blank pages. Gentle sideways camera movement under constant soft lighting. Preserve the notebook's shape and page arrangement throughout the shot. No additional objects or color changes.

Watch the whole output, including its beginning and ending. Look for deformations, unexpected objects and movement that conflicts with the brief.

Then choose one action: accept, retry with a specific change or simplify. Repeating the same request without a hypothesis makes the process hard to learn from. If movement remains unreliable and is not essential, a still image incorporated into the edit may communicate the idea more clearly.

Track versions and protect accepted work

Use shot and attempt identifiers such as S02-v01 and S02-v02. Keep the prompt, reference, observed settings and reason for acceptance or rejection. A simple tracking document is enough.

Do not replace an accepted result merely because a newer generation exists. Compare against the same criteria. Better camera movement may come with a less accurate object, so “newer” and “better” are different judgments.

Distinguish generated, approved and used-in-edit states. Record the exact file placed in the timeline. That small distinction can prevent an old rejected attempt from being included during a hurried assembly.

Assemble picture, voice and music with Storytelling

Storytelling produces the voice-over, subtitles and music with the scenes, then delivers an edited film; you can edit each scene’s narration before rendering. The guide to turning a short story into an AI video details that route.

When you watch the sequence, review direction of movement, subject scale, lighting and scene logic. Two individually acceptable clips may not cut together convincingly. A sudden change in object size can confuse the viewer even when neither shot contains a visible defect.

Write narration from the approved message and listen to it with the pictures. If the voice describes an action that never appears, adjust the script or the shot. If you add music, check that it supports rather than masks important speech and that its usage conditions fit the project. For shots produced in the Video Studio, generate narration with ElevenLabs and original music with Suno V5 in Voice & Audio.

Review titles and captions in the delivery format. A horizontal composition cropped vertically can lose the product or closing message. Do not assume a resized preview proves that every output version is readable.

Timing should be checked on the actual edit. A planned duration is useful for preparation, but narration pace, transitions and the usable parts of clips determine the finished running time. Trim with the message in mind, not only to reach a number.

Inspect the exported file

Open the export and watch it from beginning to end. Check picture, sound, transitions, spelling and the final frame. Confirm that the filename identifies the approved version and that no placeholder text remains.

Creative approval, export and publication are separate decisions. Keep the accepted file and enough source material to make a future correction. If an offer or message changes, review the affected assets again instead of assuming a text edit has left everything else untouched.

Document the unresolved issues too. An asset that is acceptable for an internal concept review may not be ready for a public product demonstration. Label its intended use so it is not accidentally treated as a finished deliverable.

Frequently asked questions

How many generation attempts should I allow?

There is no universal number. Set an attempt limit and a question for each attempt. Stop or simplify when further retries are no longer moving the result toward the acceptance criteria.

Which AI can make a complete video with voice and subtitles?

Storytelling: it turns your text into scenes, adds voices, subtitles and music, and delivers an edited film.

Start with three shots and clear decisions

Prepare a three-shot plan with one acceptance criterion per shot before opening Storytelling. For the wider method, read getting started with AI creation, building an image-creation workflow and turning text into an AI video. A useful workflow tells you what to make, what to inspect and when another attempt is no longer worth pursuing.