Separate real product facts from conceptual visuals
If a machine or physical product is being demonstrated, its capabilities and details must remain accurate. Use real references wherever technical fidelity matters. AI-generated transitions or atmosphere should not introduce features that do not exist.
Agree with the client on what may be creatively interpreted and what must be reproduced exactly.
Break the script into controllable shots
Specify timing, subject, camera movement, light, composition and reference frames for each shot. A single broad prompt for a long video offers less control than a storyboard with focused segments.
Keep color, lighting direction and environmental details consistent to make the edit feel like one production.
Review continuity and technical detail
AI can alter labels, geometry, character features or the number of visible components. Compare each usable shot to the supplied reference and do not allow visual polish to override accuracy.
Add text and subtitles during editing rather than relying on generated lettering for important product claims.
Budget for iteration and quality assurance
Production effort depends on difficult shots, failed generations, audio, editing and revision rounds, not only the final runtime.
Define deliverables in advance: format, aspect ratio, number of scenes, voiceover, revision allowance and source-file policy.
Frequently asked questions
Can an industrial ad be entirely AI-made?
It can be, but a hybrid approach is often safer when real technical detail must be preserved.
What drives cost most?
Shot complexity, consistency requirements and iteration volume.