AI corporate video production: keeping people, products and brand visuals consistent

1. Build a versioned reference set

Separate character, product, scene and visual-treatment references. Character references establish appearance, hair and wardrobe; product references establish packaging, proportions, colour and labels. Scene references describe spatial relationships, while style references describe lighting, tone and framing. One mood image should not carry every accuracy requirement.

For example, identify approved front and side packaging images as “Product A / version 03”, with the cap shape, logo position and wording marked as fixed. Each shot refers back to that approval. References guide generation; they do not establish that every detail will be reproduced correctly.

Record the reference version, tool and model version, prompt, available settings, output identifier and review decision. This makes changes traceable. It does not imply that repeating the input will produce an identical result.

2. Test three connected shots, not one successful still

Make a representative working-scene medium shot, a shot holding the product and a packaging close-up. Include the intended action and enough duration to assess it. If the film requires turning, lifting or rotating the product, the test needs that action rather than an easy scenic substitute.

First keep character, wardrobe and product fixed while assessing essential features. Then test a movement or camera change. Changing many factors together makes it difficult to understand why a result improved. Keep failed outputs and their reasons alongside selected ones; attractive examples alone do not establish a workable production.

Agree the test scope and acceptance criteria before each round. Passing those tests supports further work on those shots, not a guarantee for every expression, angle or later extension.

3. Review each output against the same criteria

Watch the complete sequence at normal speed, inspect questionable frames, then view the three shots together. Still inspection reveals malformed details and lettering; playback reveals flicker, shifting identity or objects appearing unexpectedly. Log the output version, shot and timecode for each issue.

The table is an acceptance design for this example. Agree the actual criteria with the brand. A failed essential detail remains unresolved even when the overall image feels convincing.

4. Distinguish repair, regeneration and a different method

Suppose packaging text changes as the product turns. A correct first frame is not sufficient. The team can assess controlled compositing using the approved label; if occlusion or reflections make the repair unreliable, filming the product or using controllable CGI geometry may be more appropriate. This is a production decision, not a promise that every defect can be fixed.

If rotation is unnecessary to the story, a simpler action may work, provided the brand agrees that the intended information remains. Where a specific identity or real product behaviour is central, filming may be the right approach. Do not remove essential content solely to preserve an all-AI format.

5. Review generated and filmed shots as one film

A filmed person lit softly from the left may not match a continuation with hard light from the right. That is a lighting discontinuity, distinct from a jump cut in action. Check the scene and light direction before matching white balance, skin tone, grain and contrast. Grading may not repair incompatible illumination.

Separate approvals for content and facts, visual references, test shots, the complete edit and delivery versions. Log brand-accuracy errors separately from stylistic preferences. If approved packaging or a character changes later, reassess the affected shots rather than carrying forward an outdated approval.

6. Repeat acceptance in the final crops and languages

After landscape approval, watch the actual portrait version in full. A hand-held product may sit outside the crop, while an enlarged label may reveal a defect previously hard to see. Use approved text assets and check names, subtitles, logos and the call to action individually; plausible generated lettering is not approved copy.

List the main film, cutdowns, ratios, languages, clean versions and approval status. Unresolved shots stay open. Agree any change in production method or deliverables before treating the new scope and schedule as settled.

To invite Darkroom to assess AI or hybrid production, share the purpose, people or product details that must remain accurate, and release timing. A complete script is not required to discuss a production approach and quotation.