How to Read a Shenzhen AIGC Video Case: Where Live Action Meets Generation
To assess hybrid production, you do not need to calculate the share of generated shots first. Look at which product information live action handles, where generation expands the world, and whether transitions in people, products, and lighting remain continuous; the method's scope then becomes clear.
Project Production Guide
Go to the chapter that addresses the actual project issue.
- 01
First identify what the technology choice is meant to serve
- 02
Trace the handoff to verify sources and scope
- 03
Place both methods in the same visual world
- 04
Normal playback exposes problems more easily
- 05
Describe failure signals precisely
In brief
Turn the division of labor between live action and generation into clear review checkpoints so the team can move through the project process.
Six Key Steps in Project Execution
- Common misconception
First identify what the technology choice is meant to serve
When reading a hybrid production case, first identify the communication problem the brand wants to solve, then examine why live action, generation, and compositing each appear. The technical ratio itself does not demonstrate value. Production choices are worth referencing only when they accurately carry the product information and story. Readers should see the production choice first, not a display of technology.
- Requirement divergence
Trace the handoff to verify sources and scope
Review the live-action plates, reference materials, generated sections, and revision records shot by shot to clarify which elements can change. If product wording, character identity, or a key action lacks a reliable source, mark it as pending confirmation rather than filling in a conclusion for the project. This gives the handoff traceable materials and clear responsibility.
- Production principle
Place both methods in the same visual world
Light direction, perspective, scale, grain, and motion together determine whether a handoff feels natural; a polished single frame cannot replace continuous viewing. The case should explain how a specific transition works and why it was handled that way, allowing readers to see the method rather than treating a tool name as the creative idea. The breakdown page should also show the base plate, generation layer, compositing layer, and timecode.
- Review checkpoint
Normal playback exposes problems more easily
Play a continuous section containing people, products, and camera movement, and observe whether logos, hands, and spatial relationships remain stable. If deformation or jitter pulls attention away, return to the relevant source material or compositing layer to find the cause instead of hiding it with faster editing. Real playback keeps technical gaps from disappearing into polished still frames.
- Project risk
Describe failure signals precisely
When product structure is rewritten, character identity drifts, rights sources are unclear, or a key action cannot be maintained, the relevant footage can no longer carry factual information. Keep other stable sections as they are. Problem shots can be replaced with live action, simplified design, or a reworked handoff. List the failure type, alternative solution, source layer, and processing date beside each problem shot.
- Preparation
Use a short end-to-end section to assess transferability
At the end of the case, select the most difficult section and present the initial materials, testing, adjustments, and viewing confirmation in full without fabricating project results. The review is genuinely useful only if it enables a new assignment to confirm which content suits live action and which spaces can be handed to generation. The reuse package should list the initial materials, failed samples, compositing layers, and applicable scope.
Put the key choices in one table
| Item | Description |
|---|---|
| Point 01 | Turn the division of labor between live action and generation, continuity control, and compositing review into separate project checkpoints. |
| Point 02 | At the frame where live-action and generated materials hand off, confirm the Brief, owner, and review criteria for this stage. |
What to confirm before starting a project
What kinds of project problems are AIGC video cases mainly suited to solve?
It helps project owners organize brand, product, sales, procurement, and production teams around the division of labor between live action and generation, and turn the discussion into a defined scope of work and deliverables.
Can a continuity control checklist be used directly as a production plan?
No. The checklist is used to confirm continuity relationships among characters, products, and lighting, as well as missing materials. The specific creative concept, production resources, scope of work, and schedule still need to be determined against this Brief.
What circumstances can prevent compositing review from moving forward?
When footage looks convincing in isolation but feels like two different worlds when edited together, when the owner has not yet confirmed, or when required materials are incomplete, complete the Brief first before scheduling a final cut with consistent styling and clear rights.
For the division of labor between live action and generation, we organize continuity control and compositing review around owners, key checkpoints, and review criteria so the project can move forward by stage.
Bring an existing test clip, product references, and brand guidelines. We will select one handoff point to see what should be filmed, what can be generated, and where verification must come first.
