AI video production does not have one useful price per minute. A short product variation, a character-led drama scene, and a cinematic fantasy trailer may have the same duration while requiring completely different amounts of design, iteration, continuity control, editing, and review.
The most reliable estimate begins with the production system rather than the final runtime.
The variables that change the budget
Creative definition. A project with a clear script, visual references, product assets, and audience goal can move into production faster than a project that still needs positioning, story development, and look exploration.
Character and world continuity. Repeatable faces, costumes, locations, props, and lighting rules add preparation. That preparation is valuable when a project contains multiple scenes or episodes, but it is unnecessary for some one-off visual experiments.
Shot difficulty. Dialogue close-ups, product beauty shots, crowds, physical interactions, readable action, and precise branded details create different review loads. The number of usable seconds generated is less important than the difficulty of approving each shot.
Revision structure. One consolidated approval round is very different from several stakeholders reviewing independently. A defined review owner and clear approval stages usually reduce avoidable rework.
Rights and delivery requirements. Commercial work may require documented source assets, likeness approval, music licensing, platform-specific exports, captions, clean versions, and localized variations. These are part of production, not administrative extras.
A practical way to scope a first engagement
Start with a pilot that answers the riskiest question. For a virtual-character series, that question may be whether the cast remains recognizable. For a product campaign, it may be whether the product can be shown accurately across several creative routes. For a trailer, it may be whether the world and action feel premium enough to justify a larger production.
A useful pilot brief defines the audience, platform, duration range, aspect ratio, required characters or products, reference quality, review owner, deadline, and intended commercial use. The studio can then estimate creative development, production, post-production, and versioning separately.
When AI production may not be the cheapest option
AI is not automatically the right answer for every shot. Exact product mechanics, regulated claims, live celebrity performances, complex physical demonstrations, or projects with extensive uncontrolled revisions may benefit from traditional capture or a hybrid workflow. The correct comparison is not “AI versus a camera” in isolation; it is the cost and risk of achieving an approved result.
The decision to make before requesting a quote
Decide what the first deliverable must prove. A narrow, well-designed pilot creates better pricing information than a broad request for “a full AI video.” NovMotion uses this pilot-first approach to define the visual system, surface rights questions, and estimate the real revision load before production scales.